From 7ac64b7642d7374cf7971bd60df5dec8c1961c78 Mon Sep 17 00:00:00 2001 From: donghyun Date: Wed, 2 Oct 2024 10:26:59 +0000 Subject: [PATCH] initial publishing --- _sources/docs/review/LCM-LoRA.md | 2 +- docs/review/LCM-LoRA.html | 23 +++++++++++++---------- searchindex.js | 2 +- 3 files changed, 15 insertions(+), 12 deletions(-) diff --git a/_sources/docs/review/LCM-LoRA.md b/_sources/docs/review/LCM-LoRA.md index e233c981..fd125e73 100644 --- a/_sources/docs/review/LCM-LoRA.md +++ b/_sources/docs/review/LCM-LoRA.md @@ -1,4 +1,4 @@ -``` +```{admonition} Information - **Title:** LCM-LoRA: A Universal Stable-Diffusion Acceleration Module - **Reference** diff --git a/docs/review/LCM-LoRA.html b/docs/review/LCM-LoRA.html index 8eb29115..c4ca47fe 100644 --- a/docs/review/LCM-LoRA.html +++ b/docs/review/LCM-LoRA.html @@ -548,16 +548,19 @@

Contents

- 
- **Title:** LCM-LoRA: A Universal Stable-Diffusion Acceleration Module 
-
-- **Reference**
-    - Paper: [https://arxiv.org/pdf/2403.12036](https://arxiv.org/pdf/2311.05556)
-    - Code: [Official](https://github.com/luosiallen/latent-consistency-model)
-    
-- **Author:** Donghyun Han
-
-- **Last updated on Oct. 02, 2024**
-
+
+

Information

+

LCM-LoRA: A Universal Stable-Diffusion Acceleration Module#

diff --git a/searchindex.js b/searchindex.js index aa429224..2d710148 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["docs/experiments/js_exp", "docs/experiments/swjo_exp", "docs/review/3DGS", "docs/review/A_Study_on_the_Evaluation_of_Generative_Models", "docs/review/AnimateDiff", "docs/review/Animate_Anyone", "docs/review/BBDM", "docs/review/CM3leon", "docs/review/ConceptLab", "docs/review/ControlNet", "docs/review/CustomDiffusion", "docs/review/DALLE2", "docs/review/DDIM", "docs/review/DDPM", "docs/review/DiT", "docs/review/Diffusion_models_already_have_a_Semantic_Latent_Space", "docs/review/DreaMoving", "docs/review/DreamBooth3D", "docs/review/DreamFusion", "docs/review/DreamPose", "docs/review/GIGAGAN", "docs/review/GLIDE", "docs/review/HyperDreamBooth", "docs/review/I-DDPM", "docs/review/LCM-LoRA", "docs/review/LLM_grounded_Diffusion", "docs/review/Latent_Diffusion_Model", "docs/review/LoRA", "docs/review/Make_A_Video", 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39, 40, 43, 44, 46, 47, 51, 52], "\ud488\uc9c8\ucc28\uc774": 4, "\ub3d9\uc601\uc0c1": [4, 19], "\uc6cc\ud130\ub9c8\ud06c": [4, 28], "\uc555\ucd95\uc73c\ub85c": 4, "\uc778\ud55c": [4, 31], "\ubd80\ubd84\uc740": [4, 9, 20, 21, 22, 25, 26, 36, 37, 53], "\ubaa8\ub4c8\uc774": 4, "\ud559\uc2b5\ud568\uc73c\ub85c\uc368": [4, 28, 35, 38, 41, 46], "\uc774\ud6c4": [4, 5, 6, 8, 14, 16, 19, 21, 22, 25, 26, 27, 29, 34, 38], "motion\uad00\ub828": 4, "\ubaa8\ub4c8\ub4e4\uc774": 4, "motion\uc5d0\ub9cc": 4, "\uc9d1\uc911\ud560": [4, 26], "\uc788\ub3c4\ub85d": [4, 7, 15, 22, 25, 26, 29, 31, 33, 34, 38, 39, 41, 42, 48, 49, 50, 54], "\ube44\ub514\uc624\ub97c": [4, 5, 16, 17, 19, 28, 39], "\uc785\ub825\ubc1b\uc744\uc218": 4, "inflate\uc2dc\ud0a8": 4, "\ub354\ud55c": [4, 21, 25, 34], "\ubaa8\uc158": [4, 19, 28], "\ubaa8\ub378\ub9c1\uc744": [4, 8, 28, 43], "\ubaa8\ub4c8\uc744": [4, 19], "\ucd94\uac00\ud55c\ub2e4": [4, 19, 28, 31, 33, 34, 39], "\ud559\uc2b5\ud560\ub54c\ub294": [4, 34], "adapter\uc640": 4, 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"\ub17c\ubb38\uc784": 6, "\ud6cc\ub96d\ud55c": [6, 40, 43, 47], "\uc2e4\ud5d8\uc801\uc73c\ub85c": [6, 15, 34, 36, 41, 47], "\uc99d\uba85\ud568": [6, 14, 47], "introduct": 6, "i2i": 6, "\ubcc0\ud658\uc5d0\uc11c": 6, "pix2pix": [6, 42, 51], "fideltii": 6, "\ub192\uc558\uc73c\ub098": 6, "output": [6, 7, 9, 11, 13, 14, 16, 17, 18, 20, 27, 30, 34, 39, 41, 42, 43, 45, 48, 51, 52], "\uc0dd\uc131\ud615": [6, 11, 46], "\uc548\ub098\uc624\uace0": 6, "applic": 6, "\uc2dc\ud0b4\uc73c\ub85c\uc368": 6, "desir": [6, 28], "\ucd94\ub860\ud574\ub0b8\ub2e4\ub294": 6, "\uba85\ub8cc\ud55c": 6, "\uc774\ub860\uc801": 6, "\uadfc\uac70\uac00": 6, "\uc548\ub418\ubbc0\ub85c": 6, "domain": [6, 15, 42, 51, 52], "\uba87\uba87": [6, 15, 21, 23, 31], "\uc5d0\uc11c\ub9cc": [6, 30], "\ud65c\uc6a9\ub420": [6, 11], "inpaint": [6, 29, 41, 48, 53], "super": [6, 12, 13, 20, 28, 36, 37, 39, 41, 42, 46, 48, 51, 53, 54], "\uac1c\uc120": [6, 20, 23, 30, 37, 44, 53], "\ud558\uae34": 6, "\ud588\uc73c\ub098": 6, "mechan": [6, 10, 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"\ubd84\uc0b0": [6, 13, 37, 44, 54], "\ub098\ud0c0\ub09c": [6, 17, 31], "\uc0ac\uc6a9\ud558\uac8c": 6, "\ucd5c\ub300": [6, 8, 27, 30, 43], "\ubd84\uc0b0\uac12": 6, "\uc5d0\uc11c\uc758": [6, 17, 20, 39, 40, 41, 50, 51, 52, 53], "\ubd84\uc0b0\uac12\uc778": 6, "\u03b4_": 6, "\ucee4\uc9c0\uba74": 6, "\ubd84\uc0b0\uac12\ub3c4": 6, "\ucee4\uc9c0\ub294\ub370": 6, "\ub2e4\ub8e8\uae30\uc5d0": 6, "\ud07c": [6, 10], "\uc774\uba74\uc11c": 6, "\ub3c5\ub9bd\uc77c": 6, "schedul": [6, 13, 17, 23, 29, 40, 41, 42, 44, 45, 52, 53], "\ud574\ubcfc": [6, 26, 45], "\uc815\uc218\uc758": 6, "\ucd5c\ub313\uac12\uc778": 6, "\uc774\ub77c\uba74": [6, 11], "delta_t": [6, 34], "\uadf8\ub9bc\uacfc": [6, 9, 24, 29, 34, 36, 43, 46, 47, 54], "\uac19\uac8c": 6, "\uc2dc\uac01\ud654\ud55c": 6, "m_t": 6, "overt": 6, "\uc2dc\uc791\ud558\ub294": 6, "\uc5d0\uc11c\ub294": [6, 8, 11, 14, 15, 21, 23, 25, 29, 39, 40, 45, 46, 47, 50, 51], "m_0": 6, "\ud3c9\uade0\uc740": 6, "\ub05d\ub098\ub294": 6, "\ubd84\uc0b0\uc774": [6, 26], "\uc911\uac04": [6, 8, 19, 23, 31, 38, 44], "\uc9c0\uc810\uae4c\uc9c0\ub294": [6, 25], "\uc99d\uac00": [6, 14, 17, 20, 26, 44], "\ud558\ub2e4\uac00": 6, "\uc9c0\uc810\ubd80\ud130": 6, "\uac10\uc18c": [6, 17, 18, 30], "\ubd84\uc0b0\uac12\uc5d0": 6, "\uc758\ud574": [6, 8, 17, 19, 29, 30, 31, 34, 36, 41, 42, 45], "\uacb0\uc815": 6, "\uc2a4\ucf00\uc77c\ub9c1\ud558\ub294": 6, "\ub450\uc5b4": [6, 42], "\uc870\uc808": 6, "\uc870\uc808\uc744": 6, "\uacc4\uc218": 6, "\ud3ec\ud568\ub41c": [6, 25, 30, 31], "\ub514\ud3f4\ud2b8": 6, "margin": [6, 18, 46, 54], "\ub9cc": [6, 10, 11, 13, 15, 27, 29, 39, 40, 42, 45, 49, 51, 52], "\uc81c\uacf5": [6, 11, 17], "\uc11c\ub294": 6, "transit": [6, 18], "q_": [6, 15, 43, 49, 54], "bb": 6, "x_": [6, 10, 12, 13, 15, 17, 18, 20, 21, 24, 34, 35, 41, 44, 45, 49, 52], "\uc54c\uc544\uc57c\ud568": 6, "\ub54c\uc758": [6, 11, 14, 15, 19, 33, 37], "\uc4f8": [6, 11, 15, 46], "m_ty": 6, "m_": 6, "\uc4f0\ub294": 6, "\uc633\uc74c": 6, "\ud558\uac8c": [6, 7, 11, 20, 25, 33, 39, 40, 44, 46, 48, 50, 52, 53, 54], "\ub300\uccb4": [6, 11, 14, 20, 27, 30], "\uc720\ub3c4\ub428": 6, "delta_": [6, 13], "\ub300\uc785": 6, "\uad6c\ud558\uba74": [6, 25], "\uc778\ub370": [6, 9], "\uc544": 6, "\ub3c4\uba54\uc778\uc73c\ub85c\ubd80\ud130": 6, "\ub3c4\uba54\uc778\uc73c\ub85c\uc758": 6, "fix": [6, 12, 13, 22], "\uc815\uc758\ud558\ub294\uad6c\ub098": 6, "\ub85c\ubd80\ud130": [6, 7, 8, 9, 11, 17, 21, 28, 30, 41, 42, 45, 46, 50, 51, 52, 53, 54], "\uc2dc\uc791": [6, 9, 28], "\uc2a4\ud15d\ub9c8\ub2e4": [6, 33], "\uc870\uae08\uc529": [6, 11, 37], "\uc81c\uac70\ud574\ub098\uac10": 6, "\ub460\uc73c\ub85c\uc368": 6, "\uc790\uccb4\uc5d0\uc11c": 6, "mu_": [6, 13, 15, 21], "\uc608\uce21\ub41c": [6, 14, 18, 19, 22, 29, 30, 31], "\ub178\uc774\uc988": [6, 17, 19, 22, 28, 31, 33, 34, 45], "\ud3c9\uade0\uac12\uc774\uba70": 6, "tild": [6, 13, 15, 19, 20, 22, 23, 24, 39, 49, 52, 54], "\ub178\uc774\uc988\uc758": [6, 39], "\uc2e0\uacbd\ub9dd": [6, 9, 22, 31], "\uc608\uc804": 6, "\uac19\uc558\uc74c": 6, "\uc774\ub85c\ubd80\ud130": [6, 50], "elbo": [6, 13, 43], "term": [6, 7, 23, 46, 54], "\uace7": [6, 11], "\ub418\ubbc0\ub85c": [6, 9, 14, 34], "\ubca0\uc774\uc988": 6, "\uc774\ub860\uacfc": 6, "markov": [6, 12, 13, 46], "chain": [6, 11, 13, 44, 45, 46], "properti": [6, 29, 41, 45], "\ub3c4\ucd9c": 6, "markovian": [6, 13, 15, 29, 44, 52], "\uc131\ub9bd\ub428\uc744": 6, "\uc815\ub9ac\ub428": 6, "\ud1b5\ud569\ud558\uace0": 6, "reparameter": [6, 43, 49], "mu_t": 6, "\ubcc0\ud615\ud560": 6, "\ubcc0\ud615": [6, 28], "\uc608\uce21\ud558\ub294": [6, 7, 13, 15, 21, 22, 29, 34, 39, 49, 52], "\uc608\uce21\ud558\ub3c4\ub85d": [6, 13, 19, 23, 29, 30, 52], "\ud559\uc2b5\ub428": 6, "\ub0b4\uc6a9\uc744": [6, 8, 11, 16, 22, 28], "\uc2dd\uc5d0": [6, 41, 49], "\uba85\uc2dc\ud558\uae30": 6, "\uba85\uc2dc\ub41c": 6, "\uc368\ubcfc": 6, "\uc368\ubcf4\ub294": 6, "\uac83\uc784": 6, "\uadf8\ub7f0\ub370": [6, 9, 36], "\ucc38\uace0\ud574\ubcf4\uba74": 6, "\uc6b0\ub9ac\ub294": [6, 11, 30, 54], "\uadfc\uc0ac\ud558\ub3c4\ub85d": 6, "\ud559\uc2b5\uc2dc\ucf1c\uc57c\ud568": 6, "mu": [6, 13, 18, 24, 36, 41, 44, 49, 52, 54], "_t": [6, 15, 19, 25, 41, 49, 53], "\uc815\ub9ac\ub41c": 6, "\ud559\uc2b5\ub418\uc5b4\uc57c\ud558\ub294": 6, "kl": [6, 13, 18, 26, 34, 46, 54], "arg": [6, 40, 45, 54], "min_": [6, 54], "c_": [6, 8, 10, 17, 19, 20, 24, 33, 35, 41, 45, 49], "\ub2e8\uc21c\ud654\ub420": 6, "\uc815\ub9ac": [6, 31, 42], "\ub9c8\uce58": [6, 11, 25], "\uadf8\ub7ec\ud588\ub4ef\uc774": 6, "\ube60\uc9c4": 6, "acceler": [6, 12, 44, 45], "\uac00\uc18d\uc2dc\ud0ac": 6, "\uae38\uc774\ub97c": [6, 28], "\ub450\uc5c8\uc744": 6, "varibal": 6, "subset": [6, 19, 50, 51], "\uc815\uc758\ub428": 6, "\uac12\uc758": [6, 14, 19, 23, 49], "\ub450\uc5c8\uc74c": 6, "setup": [6, 17, 32, 50], "\ud558\uc774\ud37c\ub9c8\ub77c\ubbf8\ud130": 6, "\ud504\ub808\uc784\uc6cc\ud06c\ub294": 6, "\uc774\ub8e8\uc5b4\uc9d0": 6, "\uc0ac\uc6a9\ub41c": [6, 7, 8, 17, 19, 31, 42, 52], "stage": [6, 11, 16, 25, 34, 50, 51, 53], "fid": [6, 7, 11, 13, 14, 21, 23, 26, 29, 31, 33, 36, 41, 43, 44, 47, 49, 51, 52, 53], "\uc0dd\uc131\ubb3c\uc758": [6, 8], "\ud3c9\uac00\ud558\uae30": [6, 11, 25, 28, 31, 34, 37], "5\uac1c\uc758": [6, 8, 19, 20, 38], "\uc0d8\ud50c\uc744": [6, 7, 17, 21, 22, 28, 30, 31, 38, 42, 54], "\ub9c8\ub2e4\uc758": 6, "\ud45c\uc900\ud3b8\ucc28\uc758": 6, "\ub300\ud574\uc11c": [6, 11, 18, 19, 21, 22, 25, 26, 28, 30, 36, 37, 38, 40, 41, 42, 45, 46, 50, 52], "\ud3c9\uade0": [6, 7, 8, 13, 16, 28, 34, 45, 54], "\ub0c4": [6, 29, 43], "\uc2e4\ud5d8\ud568": 6, "\ub2a5\ub825": [6, 11], "celebamask": 6, "hq": [6, 15, 22, 26], "layout": [6, 25, 26, 51], "\uc8fc\uace0": [6, 16, 21], "photorealist": [6, 11, 21, 28, 37, 47], "\uc0dd\uc131\ud574\ub0b4\ub294": [6, 10, 11, 23, 32], "\ud3c9\uac00": [6, 7, 10, 17, 18, 26, 28, 29, 30, 31, 32, 34, 39, 45], "sketch": [6, 53], "edges2sho": 6, "edges2handbag": 6, "realist": [6, 18, 25, 30, 32, 34, 48, 51], "faces2com": 6, "\uc2e4\ud5d8\uc740": [6, 11, 26], "\ud3c9\uac00\ud588\ub2e4\uba74": 6, "qualit": [6, 10, 22, 43, 49, 50, 53], "comparison": [6, 11, 13, 21, 27, 32, 35, 44, 45, 47, 50, 52], "\ucd94\ub860": [6, 11, 19, 40, 41, 43, 49], "\uc9c0\ub3c4": [6, 42], "\ud559\uc2b5\ud558\ubbc0\ub85c": 6, "cyclegan": [6, 51], "\uc2a4\ucf00\uc77c\uc758": 6, "\ub5a8\uc5b4\uc9d0": 6, "drit": 6, "\ubaa8\ub378\ub4e4": [6, 34, 47], "\ub0c8\uc73c\ub098": 6, "\ubcc0\ud658\ub41c": 6, "oversmooth": 6, "\uc788\uc5c8\uace0": [6, 42], "ground": [6, 13, 16, 19, 29, 30, 34, 41, 42, 46], "truth": [6, 13, 19, 25, 29, 30, 41, 42, 46], "\uacfc\ub294": 6, "\uac70\ub9ac\uac00": [6, 42, 49], "\uba40\uc5c8\uc74c": 6, "cde": 6, "\ubaa8\ub378\ub4e4\ubcf4\ub2e4\ub294": 6, "\uc131\ub2a5": [6, 10, 11, 13, 17, 19, 20, 24, 25, 26, 27, 30, 31, 37, 40, 41, 42, 43, 44, 45, 46, 49, 52, 53], "\uc601\ud5a5": [6, 44], "\ubc1b\uc74c": [6, 47], "\uc904": [6, 15, 21, 33, 34, 42, 44, 47], "rregular": 6, "occlus": [6, 19], "\ub098\ud0c0\ub098\ub294\ub370": 6, "\uc9c1\uc811\uc801\uc778": [6, 46], "\ud558\ubbc0\ub85c": [6, 13, 15, 34, 54], "\ubb38\uc81c\ub85c\ubd80\ud130": 6, "\uc790\uc720\ub85c\uc6c0": 6, "\ud2b9\uc131\uc73c\ub85c": 6, "\uc0dd\uc131\ud574\ub0c4": 6, "\uc2e4\ud5d8\uc5d0\uc11c": [6, 21, 34, 42, 54], "\uae30\ub85d\ud588\uc73c\uba70": 6, "\uae30\ub85d\ud568": [6, 43], "\uc131\ub2a5\uc740": [6, 19, 23, 37, 40], "\ub6f0\uc5b4\ub0a8": 6, "\uc810\uc218\uac00": [6, 7, 14, 43, 47], "\ub6f0\uc5b4\ub0ac\uc74c": [6, 14], "\uc2e4\ud5d8\ud588\uc74c": 6, "\uc5d0\uc11c\ub3c4": [6, 42, 45, 50], "campar": 6, "\uae30": 6, "\ub85d\ud568": 6, "\uc0c9\uc0c1\ud654": 6, "\ub4f1\uc758": [6, 13, 19, 22, 30, 38, 41, 42, 49, 51, 52], "studi": [6, 8, 10, 17, 22, 35, 50, 52], "factor": [6, 14, 26], "\ud588\uc74c": [6, 44], "\ub450\uace0": [6, 20, 23, 24], "\uc791\uc744": [6, 53], "\uc870\uae08\ub9cc": 6, "\ub298\ub824\ub3c4": 6, "\ud06c\uac8c": [6, 8, 19, 22, 24, 25, 26, 32, 34, 37, 38, 40, 42, 46, 48, 49, 50, 52, 53, 54], "\uc774\uc0c1\uc758": [6, 19, 37, 41], "\ud0a4\uc6cc\ub3c4": 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15, 19, 38], "\uc811\uadfc\ud588\uc2b5\ub2c8\ub2e4": 8, "\uac1c\ub150\ub4e4\uc740": 8, "\ud63c\ud569\ub420": 8, "\uc720\uc5f0\ud55c": 8, "\uac16\uac8c\ub429\ub2c8\ub2e4": [8, 36], "bottom": 8, "model\uc5d0\uc11c\ub294": [8, 38], "\uc624\ud1a0\uc778\ucf54\ub354\uc758": [8, 19], "\ub0b4\uc5d0\uc11c": [8, 22, 30, 33, 38, 39, 48], "\uc9c4\ud589\ub429\ub2c8\ub2e4": [8, 52], "\uba3c\uc800": [8, 9, 17, 22, 25, 28, 30, 31, 36, 37, 40, 43, 46], "\uc778\uace0\ub354": 8, "\ub9e4\ud551\ud558\ub294": [8, 42], "d\ub294": [8, 15], "\uc7ac\uad6c\uc131\ud558\ub3c4\ub85d": 8, "ddpm\uc758": [8, 12, 21, 23, 35, 44], "\uc190\uc2e4\uc744": [8, 17, 19, 22], "\ucd5c\uc18c\ud654\ud558\ub3c4\ub85d": [8, 22, 41], "\ud559\uc2b5\ud569\ub2c8\ub2e4": [8, 42, 46, 50, 52, 53], "\uc7a0\uc7ac": [8, 25, 31, 37], "\ucf54\ub4dc": [8, 28, 36, 40, 51], "zt": 8, "\uc7a1\uc74c": 8, "\uc81c\uac70\ud569\ub2c8\ub2e4": 8, "\ud604\uc7ac": [8, 11, 12, 18, 35, 37], "t\uc640": 8, "\uc870\uac74": [8, 17, 19, 21, 31], "\ubca1\ud130": [8, 14, 19, 26, 30], "c\ub3c4": 8, "\uace0\ub824\ub429\ub2c8\ub2e4": 8, "model\uc740": [8, 13, 15, 20, 21, 25, 26, 27, 29, 34, 38, 49], "\uc778\ucf54\ub529\uc5d0\uc11c": 8, "\ud30c\uc0dd\ub41c": [8, 19, 38], "\ud504\ub86c\ud504\ud2b8": [8, 17, 18, 25, 28], "decompos": [8, 22], "\ud504\ub86c\ud504\ud2b8\ub85c\ubd80\ud130": 8, "\uc608\uce21\ud569\ub2c8\ub2e4": [8, 22, 42, 50], "\ub2e4\uc74c\uc73c\ub85c": [8, 22, 31], "\ubd80\uc5ec\ud558\uc5ec": 8, "decoder\ub85c": 8, "\ubcf4\ub0b4\uc9d1\ub2c8\ub2e4": 8, "\ub3c5\ub9bd\uc801\uc778": [8, 12, 41], "\uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4": 8, "l_": [8, 18, 23, 24, 32, 34, 39, 41, 44, 49, 51, 53], "\ub2e4\uc591\uc131\uc744": [8, 16, 17, 37], "\ud5a5\uc0c1\uc2dc\ud0a4\uba70": 8, "\uc811\uadfc\ud558\uace0": 8, "\uacf5\uac04\uc5d0\uc11c": [8, 14, 17, 30, 38], "conceptlab\uc740": 8, "\ub300\ud45c\ud558\ub294": 8, "v_": [8, 20], "\ucd5c\uc801\ud654\ud569\ub2c8\ub2e4": [8, 50], "\uce74\ud14c\uace0\ub9ac\uc5d0": [8, 28, 31], "\uc720\uc0ac\ud558\uba74\uc11c\ub3c4": [8, 38], "\uba64\ubc84\ub4e4\uacfc": 8, "\uac00\uc9c0\ub3c4\ub85d": [8, 34, 37], "\uc9d1\ud569\uc744": [8, 17, 30], "\uacc4\uc0b0\ud569\ub2c8\ub2e4": [8, 41, 45], "\ud6c8\ub828\ud558\ub294": [8, 19, 25], "\ubc14\ud0d5\uc73c\ub85c": [8, 26, 30, 42, 52], "contraints\ub97c": 8, "\ub354\ud558\uae30": 8, "blip": [8, 11], "vqa": 8, "\uae0d\uc815\uc801": 8, "\uc81c\uc57d": 8, "po": 8, "\uac00\uc9c0\ub97c": 8, "\uc870\uac74\uc740": 8, "\uc815\uc758\ub429\ub2c8\ub2e4": 8, "\ub450\uac00\uc9c0": [8, 34, 44], "\uce21\uc815\ud569\ub2c8\ub2e4": [8, 11, 52], "\uc6b0\uc120": [8, 9, 11, 21, 25, 33, 45, 50, 51, 52], "\ub2e8\uc5b4": [8, 28, 35, 38], "\ubb34\uc791\uc704": [8, 22], "\uc0d8\ud50c\ub9c1\ub41c": [8, 30, 31], "y\uc5d0": 8, "\ud1b5\ud569\ud569\ub2c8\ub2e4": 8, "\ubb38\uc7a5\uc740": 8, "\uc778\ucf54\ub529\ub418\uba70": 8, "\uc774\uac83\uc774": [8, 11, 42], "\uc815\uc758\ud569\ub2c8\ub2e4": [8, 41, 45, 48, 50, 51, 52, 53, 54], "\ud1b5\uacfc\uc2dc\ud0a4\uba74": 8, "\ud504\ub86c\ud504\ud2b8\uc758": [8, 19], "\uc778\uc2a4\ud134\uc2a4\uac00": 8, "\uc870\uac74\uacfc": 8, "\uae0d\uc815": 8, "\ubd80\uc815": 8, "\uad11\ubc94\uc704\ud558\uac8c": 8, "\uc720\uc9c0\ud558\uace0\uc790": [8, 45], "\ud1b5\uacfc\ud558\uc9c0": 8, "\uc54a\uc2b5\ub2c8\ub2e4": [8, 11, 41, 42, 51], "\uc5f0\uad6c\uc5d0\uc11c\uc758": 8, "\ud568\uc218\ub294": [8, 26, 30], "langl": 8, "rangl": 8, "lambda": [8, 13, 17, 25, 41, 42, 45], "v\uc5d0\uc11c": 8, "\uc870\uac74\uc5d0\uc11c": 8, "\uba40\uc5b4\uc9c0\uace0": 8, "\uc81c\uc57d\uc870\uac74\uc5d0": 8, "\uac00\uae4c\uc6cc\uc9c0\ub3c4\ub85d": [8, 15], "\uc815\uaddc\ud654\ub294": 8, "\uc9d1\ud569\uc774": 8, "\ud074": [8, 37], "\uba64\ubc84\ub85c\uc758": 8, "collapsing\uc744": 8, "\ubc29\uc9c0\ud558\ub294": [8, 17, 18, 19], "\uc0ac\uc6a9\ub429\ub2c8\ub2e4": [8, 9, 22], "\uc81c\uc57d\uc5d0": 8, "s_": [8, 18, 19, 20, 35, 41], "max_": 8, "\ubc29\uc2dd\uc740": [8, 10, 22, 24, 27, 30, 31, 34, 38, 49, 51, 52, 53], "\ud568\uc218\uc5d0": 8, "\ud1b5\ud569\ub418\uba70": 8, "\ub0c4\uc73c\ub85c\uc368": 8, "\uc870\uac74\uc5d0": 8, "\ud328\ub110\ud2f0\ub97c": [8, 42], "\ubd80\uc5ec\ud569\ub2c8\ub2e4": 8, "\uacfc\uc815": [8, 10, 13, 23, 28, 29, 30, 31, 34, 38], "\uac1c\ub150\uc5d0": [8, 17, 38], "\ub2e8\uc5b4\ub97c": [8, 38], "\ucd94\ub860\ud558\uace0": [8, 40], "\uac70\uce69\ub2c8\ub2e4": 8, "\uc218\ub3d9\uc73c\ub85c": 8, "\uc801\uc6a9\ud558\ub294": [8, 13, 15, 24, 27, 41, 45, 49, 51, 52, 53], "\ud798\ub4e4\uace0": 8, "\uad11\ubc94\uc704\ud55c": [8, 17], "\uba64\ubc84\ub4e4\uc744": 8, "\ub300\ud45c\ud558\uc9c0": 8, "\ubabb\ud560": [8, 22, 33], "\ud655\uc7a5\ud558\ub294": [8, 28], "scheme\uc744": 8, "\ud6c8\ub828\ub41c": [8, 9, 17, 19, 22, 25, 37, 38], "\uc9c8\uc758\ud558\uc5ec": 8, "\uc774\ubbf8\uc9c0\uc5d0": [8, 10, 12, 13, 17, 19, 20, 23, 28, 29, 30, 31, 32, 35, 37, 38, 40, 42, 43, 50, 51], "\uc874\uc7ac\ud558\ub294": [8, 11, 17, 30, 40, 50, 51], "\uba64\ubc84\uac00": 8, "\ubb34\uc5c7\uc778\uc9c0": [8, 26, 45, 54], "\uc2dd\ubcc4\ud558\ub3c4\ub85d": 8, "\ub098\uc628": [8, 15, 21, 22, 41, 43, 44, 47, 49, 51, 52, 53, 54], "\uc778\uc2a4\ud134\uc2a4\ub97c": 8, "\ud6c8\ub828\uc758": 8, "\ucd94\uac00\ud569\ub2c8\ub2e4": [8, 51], "\ub2e8\uacc4\uc5d0": [8, 41], "\uac78\uccd0": [8, 17, 28, 31, 38], "\ubcf4\uc5ec\uc90d\ub2c8\ub2e4": [8, 9, 42, 45, 53, 54], "\uc870\uac74\uc774": [8, 19, 22], "\uc9c0\uc18d\uc801\uc73c\ub85c": [8, 26, 37], "\uc870\uc815\ub418\uace0": 8, "\ud655\uc7a5\ub418\uc5c8\uc74c\uc744": 8, "\uac1c\ub150": [8, 38, 45, 49], "\uc14b\uc5d0": [8, 19], "\ud63c\ud569": [8, 37], "\uac1c\ub150\uc5d0\uc11c": 8, "im": 8, "\ub9cc\ub4ed\ub2c8\ub2e4": [8, 42, 50], "\ud1b5\uacfc\ud558\uc5ec": [8, 34], "\uc0dd\uc131\ud569\ub2c8\ub2e4": [8, 11, 22, 31, 41, 50, 53, 54], "\uc801\uc6a9\ud569\ub2c8\ub2e4": [8, 11, 42], "\uac1c\ub150\uc774\ub098": 8, "\uc801\uc6a9\ub420": 8, "\uacc4\uce35\u3147\uc801": 8, "\ubc18\ubcf5\uc801\uc73c\ub85c": [8, 19, 30], "\uacb0\uacfc\ubb3c\uc5d0": 8, "\uac1c\ub150\uc758": 8, "\uc81c\uc5b4\ud558\uae30": [8, 16, 17, 22], "\uac00\uc911\uce58": [8, 17, 19, 22, 24, 31, 42, 47, 51], "\ud56d\ubaa9\uc774": [8, 17], "\ucd94\uac00\uc801\uc73c\ub85c": [8, 9, 11, 15, 17, 21, 25, 33, 34, 37, 41, 50, 51, 52], "\uadf8\ub9bc\uc5d0\ub294": 8, "\uac1c\ub150\uc774": 8, "\uc67c\ucabd\uc5d0": [8, 28], "\ud45c\uc2dc\ub418\uc5b4": 8, "\uc0dd\uc131\ud588\ub294\uc9c0\ub97c": 8, "\ud65c\uc6a9\ud588\uc2b5\ub2c8\ub2e4": [8, 22, 52], "conceptlab\uc774": 8, "\uc81c\uc548\ud55c": [8, 15, 19, 26, 36, 37], "\ud504\ub86c\ud504\ud2b8\uc640": [8, 17, 28, 31], "\uc801\uc6a9\ud588\uc2b5\ub2c8\ub2e4": [8, 53], "\uac1c\ub150\ub4e4\uc744": 8, "\ud63c\ud569\ud558\uc5ec": [8, 19, 31, 49], "\ub3c5\ud2b9\ud55c": 8, "\ucc3d\uc870\ubb3c\uc744": 8, "\uc717\uc904\uc5d0\uc11c\ub294": 8, "\uc774\uc5b4\uc9c0\ub294": [8, 38], "\uc904\uc5d0\uc11c\ub294": 8, "\uc5bb\uc5b4\uc9c4": [8, 17], "conceptlab\uc758": 8, "\uc785\uc99d\ud558\uae30": 8, "\uc815\uc131\uc801": [8, 10, 17, 19, 26, 43], "\uc815\ub7c9\uc801": [8, 10, 17, 19, 22, 29, 43], "\ud3c9\uac00\ub97c": [8, 18, 19, 22, 25, 28, 31, 33, 42, 43, 46, 47, 49, 51], "\uadf8\ub9bc\ub4e4\uc5d0\uc11c": 8, "\uc788\ub4ef\uc774": [8, 15, 37], "negative\ub97c": 8, "\uc801\uc6a9\ud558\uc600\uace0": 8, "\uc2dc\ub4dc\ub97c": 8, "\ub2ec\ub9ac\ud558\uba70": 8, "\ub2a5\ub825\uc774": [8, 11, 17, 25, 40], "\uc7a5\uba74\uc5d0": [8, 30, 38], "\ubc30\uce58\ud560": 8, "\uc0dd\uc131\ubb3c\ub4e4\uc740": 8, "\ubc30\uacbd": [8, 17, 18, 19, 20, 30, 31, 33, 38], "\ucc3d\uc870\ub4f1": 8, "\ub2e4\uc591\ud558\uac8c": [8, 24, 26, 48, 52], "\uac00\ub2a5\ud569\ub2c8\ub2e4": [8, 11, 22, 41, 45, 50, 52, 53], "conceptlab\uc744": 8, "mixing\uc758": 8, "mixing\uc740": 8, "\uac1c\ub150\ub4e4\uc758": 8, "\ud569\uccd0": 8, "\ud558\uc774\ube0c\ub9ac\ub4dc": 8, "\ud615\uc131\ud558\ub294": 8, "\uc870\uac74\ub9cc\uc744": 8, "\uc904\uc5d0\ub294": 8, "\ub78d\uc2a4\ud130\uc758": 8, "\uc0dd\uc0c1\uacfc": 8, "\uc9d1\uac8c\ubc1c": 8, "\uac70\ubd81\uc774\uc758": 8, "\ub4f1\uaecd\uc9c8": 8, "\uc735\ud569\ud558\ub294": 8, "conceptlab\uc5d0": 8, "\uac1c\ub150\ub4e4\uc774": 8, "\uc138\ub300": 8, "\uc5b4\ub5bb\uac8c": [8, 9, 11, 13, 26, 28, 29, 37, 38], "\ubc1c\uc804\ud558\ub294\uc9c0": 8, "diffusion2\uc640": 8, "kandinski": 8, "\ud3c9\uac00\ud588\uc2b5\ub2c8\ub2e4": [8, 46], "kandinsky\uc758": 8, "\uc720\ub9ac\ud55c": 8, "\ud504\ub86c\ud504\ud2b8\ub294": [8, 22, 28], "model\uc774": [8, 15, 18, 21, 23, 25, 26], "\ud1a0\uadfc\uacfc": 8, "\ubaa8\ub450\uc5d0": 8, "\ub9de\ucdb0\uc9c8": 8, "\ub2e4\uc911": [8, 17, 33], "\ucc98\ub9ac\ud558\uace0": 8, "\ud45c\ud604\uc744": [8, 16, 17, 19, 30, 31], "\uac16\ucd94\uace0": [8, 11, 15, 31], "\ud3ec\ud568\ud558\uba70": 8, "\uac1c\ub150\uacfc": 8, "\ub2ee\uc9c0": 8, "\uce21\uc815\ud588\uc2b5\ub2c8\ub2e4": 8, "\ud3c9\uac00\uc5d0\ub294": 8, "\uc560\uc644\ub3d9\ubb3c": 8, "\uc2dd\ubb3c": 8, "\uacfc\uc77c": 8, "\uac00\uad6c": 8, "\uc545\uae30\uc758": 8, "5\uac00\uc9c0": [8, 28, 53], "\ub3c4\uba54\uc778\uc5d0": 8, "\uace0\ub824\ud558\uace0": [8, 19], "\uc870\ud569\uc5d0": 8, "\ub79c\ub364": [8, 13, 17, 18, 19, 28, 34], "\uc2dc\ub4dc\ub85c": 8, "\ud6c8\ub828\ud558\uc5ec": 8, "\ucd1d": [8, 11, 14, 16, 20, 26, 30, 35, 36, 37, 38, 42, 52], "75\uac1c\uc758": 8, "\uc5bb\uc5c8\uc2b5\ub2c8\ub2e4": 8, "32\uac1c\uc758": 8, "\uc0dd\uc131\ud588\uc2b5\ub2c8\ub2e4": [8, 48], "diffusionr\uacfc": 8, "\ubaa8\ub378\uc5d0\uc11c\ub294": [8, 22, 29, 31], "160\uac1c\uc758": 8, "\uae30\uc900\uc73c\ub85c\ub294": [8, 37], "\ud0c0\uac9f": [8, 19, 33], "\uce74\ud14c\uace0\ub9ac\uc640\uc758": 8, "\uacf5\uac04": [8, 14, 22, 28, 30, 34, 38], "\uc720\uc0ac\uc131": [8, 17], "\uacc4\uc0b0\uc744": [8, 18, 20], "\ud2b9\uc815\ub429\ub2c8\ub2e4": 8, "\ub2e4\uc74c\uc73c\ub85c\ub294": [8, 37], "\uc81c\uc57d\uacfc": [8, 28], "\uac70\ub9ac\ub97c": [8, 13, 20, 24, 26, 34, 38, 49], "\uc720\uc0ac\uc131\uc5d0\uc11c": 8, "\uc6b0\uc6d4\ud55c": [8, 41], "\ubcf4\uc600\uace0": [8, 23, 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26, 27, 28, 31, 32, 33, 34, 35, 38, 39, 40, 44, 47, 49], "\uc2dc\uac04\uc740": 2, "\ube60\ub974\uc9c0\ub9cc": [2, 22], "\ud488\uc9c8\uc774": [2, 4, 26, 28, 31, 36, 42], "\ub5a8\uc5b4\uc9c4\ub2e4": [2, 5, 6, 19, 26, 49], "\ub17c\ubb38\uc740": [2, 6, 22, 25, 34, 36, 37, 42, 45, 51], "splatting\uc744": 2, "\uc81c\uc548\ud569\ub2c8\ub2e4": [2, 8, 9, 11, 22, 41, 42, 51], "\ubc29\ubc95\uc740": [2, 4, 5, 6, 7, 8, 15, 16, 18, 21, 22, 25, 27, 31, 38, 42, 45, 49], "mip": [2, 17, 18, 50], "nerf360\uacfc": 2, "\uc720\uc0ac\ud55c": [2, 5, 6, 10, 13, 14, 15, 17, 22, 26, 31, 34, 38, 43, 45, 49, 50, 52, 54], "\uc81c\uacf5\ud558\uba74\uc11c\ub3c4": 2, "instantngp\ub9cc\ud07c": 2, "\ube60\ub974\uac8c": [2, 4, 9, 22, 23, 44, 47, 49, 54], "\ud559\uc2b5\ud560": [2, 4, 8, 14, 20, 21, 24, 28, 33, 37, 41, 42, 46, 50], "splatting\uc740": 2, "\ub2e4\uc74c": [2, 6, 7, 8, 17, 19, 28, 31, 36, 38, 41, 42, 47, 49, 53], "\uc138": [2, 4, 6, 7, 8, 11, 18, 30, 31, 33, 36, 39, 42, 45, 52], "\uac00\uc9c0\ub85c": 2, 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27, 28, 29, 30, 37, 38, 43, 44, 47, 49], "\ucd5c\uc801\ud654\uc5d0\uc11c": 2, "\uac70\ub300\ud55c": [2, 3], "\ub9cc\ub4e4\uc5b4\uc9c0\uba74": 2, "pop": [2, 13], "artifact": [2, 4, 17, 30], "\uac00\ub054": [2, 5, 49], "\ubc1c\uc0dd": [2, 5, 17, 26, 27, 34, 39, 45], "regularization\uc744": 2, "\uc801\uc6a9\ud558\uc9c0": 2, "\uc54a\uc74c": [2, 3, 5, 10, 13, 14, 17, 18, 28, 30, 34, 38, 47, 49], "\uae30\ubc95\ub4e4\ubcf4\ub2e4": 2, "memori": [2, 7, 27, 43, 47, 50], "consumption\uc774": 2, "\uc0c1\ub2f9\ud788": [2, 4, 17, 21, 22, 27, 30, 34, 38], "\ub192\uc74c": [2, 3, 37, 47], "pdf": [3, 7, 8, 11, 22, 24, 25, 29, 30, 32, 38, 40, 41, 43, 48, 49, 50, 51, 55], "2206": 3, "10935": 3, "gan": [3, 6, 10, 12, 18, 19, 21, 26, 29, 31, 32, 34, 35, 41, 42, 43, 51, 53], "diffusion\ub4f1": [3, 20], "\ubaa8\ub378\uc758": [3, 4, 5, 6, 7, 9, 10, 11, 14, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 28, 29, 31, 33, 34, 35, 36, 37, 38, 41, 44, 49, 50, 51, 52, 53], "\ubc1c\uc804\uc774": 3, "\uc774\uc5b4\uc9c0\uace0\uc788\ub2e4": 3, "\ub2e4\ub9cc": [3, 18, 37, 40, 49], "\uc0dd\uc131\ubaa8\ub378\uc744": [3, 25], "\ud3c9\uac00\ud558\ub294": [3, 11, 31, 37], "\ucc99\ub3c4": 3, "\uc120\uc815\uc740": 3, "\uc5b4\ub824\uc6b4": [3, 10, 17, 18, 26, 31, 38, 51], "\ubb38\uc81c\ub85c": [3, 52], "\ub0a8\uc544\uc788\ub2e4": 3, "\uadf8\ub098\ub9c8": 3, "\ub098": [3, 4, 8, 24, 33, 34, 41, 45, 47, 49, 54], "score\ub97c": [3, 4, 15, 21, 37], "\ud3c9\uac00\ud558\uace0\uc788\uc9c0\ub9cc": 3, "metric\ub4e4\ub3c4": 3, "\uc644\uc804\ud558\uc9c0": 3, "\ub17c\ubb38\uc744": [3, 21, 22, 37, 44], "\ud3c9\uac00\uc758": [3, 18, 31], "\uc9c0\ud45c\uc5d0": [3, 4, 37], "\ud55c\ubc88\ub354": 3, "\uace0\ucc30\ud558\uace0": 3, "\ud604\uc874\ud558\ub294": 3, "metric\uc5d0": 3, "\ubc29\ud5a5\uc744": [3, 18, 30], "\uc81c\uc2dc": [3, 6, 18, 30, 38, 40, 44], "\ucd5c\uadfc": [3, 4, 5, 8, 10, 17, 19, 20, 23, 31, 32, 35], "\ub4f1": [3, 4, 10, 12, 17, 19, 20, 21, 22, 24, 26, 27, 29, 35, 38, 45, 49], 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"\ub370\uc774\ud130\ub97c": [3, 4, 8, 10, 11, 13, 18, 19, 21, 23, 25, 28, 30, 31, 33, 35, 37, 39, 41, 42, 46, 49, 54], "imagegpt\ub97c": 3, "\uc7ac\uc0dd\uc131": 3, "k": [3, 4, 10, 13, 17, 20, 24, 26, 27, 31, 32, 43, 46, 49, 53], "notimagenet": 3, "imagegpt": 3, "vision": [3, 11, 20, 32, 34, 37, 42, 48, 55], "\ubd84\uc57c\uc5d0": [3, 17, 41], "label": [3, 6, 13, 14, 34, 42, 44, 47], "dataset\uc774": [3, 32], "\ud544\uc694\uc5c6\ub294": 3, "\uc790\uae30\uc9c0\ub3c4": 3, "\ubc29\uc2dd": [3, 4, 10, 14, 17, 19, 24, 29, 31, 41, 49], "challenge\uc5d0\uc11c\ub3c4": 3, "\uc0c1\ub2f9\ud55c": [3, 7, 14, 25], "\ubcf4\uc784": [3, 5, 17, 18, 23, 26, 43], "\uc0dd\uc131\ubaa8\ub378\uc5d0": [3, 4], "\ud1b5\uacfc\ud55c": [3, 4, 14], "p_": [3, 6, 8, 13, 15, 18, 19, 21, 24, 27, 41, 42, 43, 44, 46, 49, 54], "hat": [3, 17, 18, 20, 22, 24, 25, 26, 28, 30, 34, 41, 42, 45, 49, 52], "\ubd84\ud3ec\ub97c": [3, 13, 17, 19, 20, 26, 28, 33, 37, 42, 46, 54], "\ube44\uad50": [3, 5, 6, 11, 12, 17, 18, 19, 20, 23, 28, 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"\ud37c\uc838\ub098\uac04": 6, "\uc5f0\uae30": 6, "\uc624\ub978\ucabd\uc73c\ub85c": 6, "90\ub3c4": 6, "\ud68c\uc804\uc2dc\ud0a8": 6, "\uc0ac\uc9c4\uc73c\ub85c\ubd80\ud130": 6, "\uc9c1\uad00\uc801\uc73c\ub85c": [6, 34], "\uc774\ud574\ud574\ubcfc": 6, "\uc5f0\uc18d": [6, 19], "\uacfc\uc815\uc73c\ub85c": [6, 39, 40, 45], "\ubaa8\ub378\ub9c1\ud55c": [6, 43], "w_0": [6, 10, 24, 27], "max": [6, 8, 24, 27, 49], "1000": [6, 12, 13, 30, 33, 37], "\uc778": [6, 7, 11, 15, 26, 40, 41, 49, 52], "100\ubc88": 6, "w_t": [6, 17, 41, 45], "\ub098\ud0c0\ub0b8\ub2e4": [6, 15, 38], "\uc774\ud574\ud574\ubcf4\uc790": 6, "\uac00\uc815\ud574\ubcf4\uc790": 6, "\uc774\ub77c\uace0": [6, 9, 11, 15, 38, 41], "\ud558\uc790": [6, 25], "\ud558\ub2e4\uace0": 6, "\uc815\uc218": [6, 33], "\ubd80\uc5ec\ub418\uc5b4\uc57c": 6, "\uac04\uaca9\uacfc": 6, "\ubcc0\ud654\ub7c9\uc774": [6, 10, 52], "\ube44\ub840\ud574\uc57c": 6, "\uc624\ub798": [6, 31, 38], "\uc9c0\ub0ac\uc744\uc218\ub85d": 6, "\ubcc0\ud55c\ub2e4": 6, "notat": [6, 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"\ub9cc\uc57d": [6, 37], "\ud558\ub2e4\uba74": 6, "\ub77c\uba74": 6, "\uc791\uc544\uc9d0": 6, "\ucee4\uc9c8": 6, "\ucee4\uc9d0": 6, "\uc8fc\uc758\ud560": 6, "\uc0ac\ud56d": [6, 18], "\uc774\ubbc0\ub85c": [6, 11, 15, 30, 41, 44, 52], "w_1": 6, "\uc11c\ub85c": [6, 8, 11, 15, 17, 25, 36, 40, 42], "\ub3c5\ub9bd\uc778": 6, "\ub9de\uc9c0\ub9cc": 6, "\ub3c5\ub9bd\uc774\ub77c\ub294": 6, "\ub9d0\uc740": [6, 42], "\uc544\ub2d8": 6, "epsilon_0": 6, "var": 6, "\uacf5\ubd84\uc0b0\uc740": 6, "\ud30c\ub780\uc0c9": [6, 37], "\uc810\ub4e4\uc740": 6, "1\ubc88": [6, 42], "\uacb0\uacfc\uc784": [6, 26], "\uae4c\uc9c0": [6, 25, 27, 30, 39, 40, 48, 49, 52], "\uc218\ud589\ud558\uba74": 6, "\ub9cc\ud07c": [6, 15, 33, 40, 43], "t_2": [6, 24, 41, 49], "t_1": [6, 24, 41, 49], "5\ubd84": [6, 45], "10\ubd84\uc73c\ub85c": 6, "\uc9c4\ud589\ud558\uba74": 6, "w_5": 6, "\uc544\ub2d0": 6, "\uc788\uc73c\ub098": [6, 26, 28], "\ubcc0\ud654\ub7c9": 6, "t_": [6, 15, 17, 20, 24, 30, 32, 41, 49], "t_5": 6, "\ub530\ub978\ub2e4": 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42, 49, 51, 53], "\ub4e4\uc740": [6, 11, 47], "\ubcc0\ud658\uc744": [6, 17, 26, 34], "gener": [6, 9, 11, 16, 18, 20, 21, 22, 23, 24, 25, 28, 29, 33, 34, 35, 36, 38, 40, 42, 43, 44, 45, 46, 47, 51, 52, 53, 55], "\ub2e4\ub8f8": [6, 30], "\uc774\ub85c": [6, 22, 47], "\uc0c1\uc774\ud55c": 6, "\ubcc0\ud658": [6, 14, 17, 30, 43], "\uc5d0\ub294": [6, 11, 13, 42, 47, 49], "\uc5b4\ub824\uc6c0": [6, 10, 14, 16, 17, 18, 20, 31, 46], "\uae30\ubc18\ud55c": [6, 7, 12, 18, 30], "\ubaa8\ub378\ub9c1\ud558\ubbc0\ub85c": 6, "bidirect": 6, "\uc784": [6, 40], "\ubcc0\ud658\uc5d0": 6, "\uc811\ubaa9\ud55c": 6, "\ub17c\ubb38\uc784": 6, "\ud6cc\ub96d\ud55c": [6, 40, 43, 47], "\uc2e4\ud5d8\uc801\uc73c\ub85c": [6, 15, 34, 36, 41, 47], "\uc99d\uba85\ud568": [6, 14, 47], "introduct": 6, "i2i": 6, "\ubcc0\ud658\uc5d0\uc11c": 6, "pix2pix": [6, 42, 51], "fideltii": 6, "\ub192\uc558\uc73c\ub098": 6, "output": [6, 7, 9, 11, 13, 14, 16, 17, 18, 20, 27, 30, 34, 39, 41, 42, 43, 45, 48, 51, 52], "\uc0dd\uc131\ud615": [6, 11, 46], "\uc548\ub098\uc624\uace0": 6, "applic": 6, "\uc2dc\ud0b4\uc73c\ub85c\uc368": 6, "desir": [6, 28], "\ucd94\ub860\ud574\ub0b8\ub2e4\ub294": 6, "\uba85\ub8cc\ud55c": 6, "\uc774\ub860\uc801": 6, "\uadfc\uac70\uac00": 6, "\uc548\ub418\ubbc0\ub85c": 6, "domain": [6, 15, 42, 51, 52], "\uba87\uba87": [6, 15, 21, 23, 31], "\uc5d0\uc11c\ub9cc": [6, 30], "\ud65c\uc6a9\ub420": [6, 11], "inpaint": [6, 29, 41, 48, 53], "super": [6, 12, 13, 20, 28, 36, 37, 39, 41, 42, 46, 48, 51, 53, 54], "\uac1c\uc120": [6, 20, 23, 30, 37, 44, 53], "\ud558\uae34": 6, "\ud588\uc73c\ub098": 6, "mechan": [6, 10, 28], "multi": [6, 7, 10, 11, 16, 19, 20, 25, 38, 47, 51, 53], "modal": [6, 7, 11, 25, 38, 47], "\uc8fc\uc5b4\uc9c0\ubbc0\ub85c": 6, "\uc81c\uc2dc\ud558\uae30\uac00": 6, "\ud798\ub4e6": 6, "\uc544\ud0a4\ud14d\uccd0": [6, 11, 40, 43, 44, 47], "\uac00\uc18d\uc744": 6, "\uc218\ud589\ud568": [6, 28], "work": [6, 11, 40, 50, 55], "duffus": 6, "simplifi": 6, "\uc7a0\uae50": 6, "\uac19\uc74c": [6, 38], "\uc0bd\uc785\ub41c": 6, "\ub4dc\ub7ec\ub098": 6, "\uc788\uc9c0": [6, 22, 23, 31, 39], "\uc54a\uc73c\ubbc0\ub85c": [6, 31], "\ub3c4\ub2ec\ud560": [6, 31], "\ubcf4\uc7a5\uc774": 6, "\ub3d9\uc548\uc758": 6, "\ubd84\ud3ec\uac00": [6, 30, 32, 42, 54], "\uc2dd": [6, 18, 19, 25, 44], "\ubcf4\uc558\ub358": 6, "\ubd84\uc0b0\uc744": [6, 13, 37, 47], "\uad6c\ud574\ubcf4\uc790": 6, "\uc2dd\uacfc": [6, 25, 34, 41], "\uc758\ubbf8\uc784\uc744": 6, "method": [6, 11, 12, 25, 30, 36, 40, 41, 43, 44, 52], "\ud5a5\ud574": 6, "vqgan": 6, "\uc601\uc0c1\uc758": [6, 49], "total": [6, 53], "\u03b4_t": 6, "\ubd84\uc0b0": [6, 13, 37, 44, 54], "\ub098\ud0c0\ub09c": [6, 17, 31], "\uc0ac\uc6a9\ud558\uac8c": 6, "\ucd5c\ub300": [6, 8, 27, 30, 43], "\ubd84\uc0b0\uac12": 6, "\uc5d0\uc11c\uc758": [6, 17, 20, 39, 40, 41, 50, 51, 52, 53], "\ubd84\uc0b0\uac12\uc778": 6, "\u03b4_": 6, "\ucee4\uc9c0\uba74": 6, "\ubd84\uc0b0\uac12\ub3c4": 6, "\ucee4\uc9c0\ub294\ub370": 6, "\ub2e4\ub8e8\uae30\uc5d0": 6, "\ud07c": [6, 10], 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"\uc870\uc808": 6, "\uc870\uc808\uc744": 6, "\uacc4\uc218": 6, "\ud3ec\ud568\ub41c": [6, 25, 30, 31], "\ub514\ud3f4\ud2b8": 6, "margin": [6, 18, 46, 54], "\ub9cc": [6, 10, 11, 13, 15, 27, 29, 39, 40, 42, 45, 49, 51, 52], "\uc81c\uacf5": [6, 11, 17], "\uc11c\ub294": 6, "transit": [6, 18], "q_": [6, 15, 43, 49, 54], "bb": 6, "x_": [6, 10, 12, 13, 15, 17, 18, 20, 21, 24, 34, 35, 41, 44, 45, 49, 52], "\uc54c\uc544\uc57c\ud568": 6, "\ub54c\uc758": [6, 11, 14, 15, 19, 33, 37], "\uc4f8": [6, 11, 15, 46], "m_ty": 6, "m_": 6, "\uc4f0\ub294": 6, "\uc633\uc74c": 6, "\ud558\uac8c": [6, 7, 11, 20, 25, 33, 39, 40, 44, 46, 48, 50, 52, 53, 54], "\ub300\uccb4": [6, 11, 14, 20, 27, 30], "\uc720\ub3c4\ub428": 6, "delta_": [6, 13], "\ub300\uc785": 6, "\uad6c\ud558\uba74": [6, 25], "\uc778\ub370": [6, 9], "\uc544": 6, "\ub3c4\uba54\uc778\uc73c\ub85c\ubd80\ud130": 6, "\ub3c4\uba54\uc778\uc73c\ub85c\uc758": 6, "fix": [6, 12, 13, 22], "\uc815\uc758\ud558\ub294\uad6c\ub098": 6, "\ub85c\ubd80\ud130": [6, 7, 8, 9, 11, 17, 21, 28, 30, 41, 42, 45, 46, 50, 51, 52, 53, 54], "\uc2dc\uc791": [6, 9, 28], "\uc2a4\ud15d\ub9c8\ub2e4": [6, 33], "\uc870\uae08\uc529": [6, 11, 37], "\uc81c\uac70\ud574\ub098\uac10": 6, "\ub460\uc73c\ub85c\uc368": 6, "\uc790\uccb4\uc5d0\uc11c": 6, "mu_": [6, 13, 15, 21], "\uc608\uce21\ub41c": [6, 14, 18, 19, 22, 29, 30, 31], "\ub178\uc774\uc988": [6, 17, 19, 22, 28, 31, 33, 34, 45], "\ud3c9\uade0\uac12\uc774\uba70": 6, "tild": [6, 13, 15, 19, 20, 22, 23, 24, 39, 49, 52, 54], "\ub178\uc774\uc988\uc758": [6, 39], "\uc2e0\uacbd\ub9dd": [6, 9, 22, 31], "\uc608\uc804": 6, "\uac19\uc558\uc74c": 6, "\uc774\ub85c\ubd80\ud130": [6, 50], "elbo": [6, 13, 43], "term": [6, 7, 23, 46, 54], "\uace7": [6, 11], "\ub418\ubbc0\ub85c": [6, 9, 14, 34], "\ubca0\uc774\uc988": 6, "\uc774\ub860\uacfc": 6, "markov": [6, 12, 13, 46], "chain": [6, 11, 13, 44, 45, 46], "properti": [6, 29, 41, 45], "\ub3c4\ucd9c": 6, "markovian": [6, 13, 15, 29, 44, 52], "\uc131\ub9bd\ub428\uc744": 6, 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"\uc0d8\ud50c\uc5d0": [7, 28, 31, 33, 37, 41], "text\ub97c": [7, 18, 21, 43], "\ubaa9\ud45c\uc758": 7, "\ub9c8\uc2a4\ud06c": [7, 21, 28, 29], "\ub300\uccb4\ud55c\ub2e4": 7, "\ud559\uc2b5\uc758": [7, 20, 24, 41, 42, 49], "\uc774\uc810": [7, 20], "\ud558\ub098\uc774\uba70": 7, "\uc218\ud589\ud560": [7, 11, 18, 26, 40, 41], "\ucd94\ub860\uc5d0\uc11c\ub294": 7, "stream\uc744": 7, "\ud14d\uc2a4\ud2b8\uc5d0": [7, 11, 19], "\ub2ec\ub77c\uc9c0\ub294": [7, 45], "stream\uacfc": 7, "\ud1a0\ud070\uc5d0": [7, 14, 29], "condition\ub41c": 7, "stream": 7, "cfg\uc5d0\uc11c": 7, "logit\uc758": [7, 20], "\ube84\uc148": 7, "\uc5f0\uc0b0\uc774": [7, 14, 26, 49], "\ud14d\uc2a4\ud2b8\uc5d0\uc11c": [7, 22, 28, 31], "\ubc29\ubc95\uc758": [7, 8, 25, 31, 38], "probability\ub97c": 7, "\ube84\uc148\ud558\ub294": 7, "\uc5f0\uc0b0\uacfc": 7, "\ube44\uc2b7\ud558\ub2e4": [7, 33], "ms": [7, 20, 21, 43, 47], "coco": [7, 18, 21, 29, 34, 43, 47, 53], "30k": 7, "\uce21\uc815\ud588\ub2e4": [7, 40], "\ud6a8\uc728\uc131\uc774": 7, "\ucd94\ub860\uc5d0\uc11c": 7, "1\uac1c": [7, 43], "2\uac1c\ub85c": 7, "\uc608\uc81c\ub85c": 7, "\ub3d9\uc791\ud560": [7, 37], "\uc6b0\uc218\ud55c": [7, 12, 14, 17, 19, 22, 28, 33, 42, 43], "\uae30\ub85d\ud588\ub2e4": [7, 35], "\uace0\ud488\uc9c8": [7, 11, 16, 19, 22, 31, 33], "\uac80\uc0c9\uc758": 7, "\uc911\uc694\uc131\uc744": [7, 14, 22, 42], "figure5": 7, "llm\uc5d0\uc11c": 7, "\ub2e8\uacc4\uc774\ub2e4": [7, 25], "\uba85\ub839\uc5b4": [7, 18], "\uc774\ud574\ud558\ub294": 7, "\ub3c4\uc640\uc8fc\uba70": 7, "task\uc5d0\uc11c\ub3c4": 7, "\ud29c\ub2dd\uc774": 7, "\ub208\uc5d0": [7, 19], "\ub744\uac8c": [7, 19], "\uc99d\ud3ed\uc2dc\ud0a4\ub294": 7, "cm3leon\uc744": 7, "task\ub97c": [7, 27, 32, 38, 43, 49], "\uc11e\uc5b4": 7, "\ubc94\uc704\uc5d0\uc11c": 7, "\uacfc\uc815\uc740": [7, 17, 31, 34, 54], "\ub530\ub974\uba70": 7, "instruction\uacfc": 7, "\ucd9c\ub825\uc744": [7, 19, 30, 31, 34], "figure6": 7, "image\ub97c": [7, 10, 13, 15, 20, 21, 22, 24, 25, 26, 28, 32, 37, 38, 43], "\uc218\uc815\ud558\ub294": [7, 38], "task\uc774\ub2e4": 7, "instructpix2pix": [7, 19, 51], "\ud558\ub298\uc758": 7, "\uc0c9\uc744": [7, 31, 34], "\ud30c\ub780\uc0c9\uc73c\ub85c": 7, "\ubcc0\uacbd\ud574\uc918": 7, "\ud3b8\uc9d1\uc774": 7, "\uc774\uac83\uc740": [7, 11, 22, 37], "cm3leon\uc774": 7, "\uc774\ud574\ud558\uace0": [7, 26], "\uc788\uc5b4\uc11c": [7, 15], "\uc0dd\uc0b0\ud558\ub294": 7, "\uacf5\uac04\uc801": [7, 28, 30], "\uc815\ubcf4": [7, 17, 19, 26, 28, 29, 30, 35, 51], "\ud1b5\ud569\uc2dc\ud0ac": [7, 11], "figure16": 7, "flamingo": 7, "1000\uc5b5": 7, "openflamingo": 7, "400\uc5b5": 7, "30\uc5b5": 7, "\ud1a0\ud070\uc784\uc5d0\ub3c4": 7, "\ubd88\uad6c\ud558\uace0": [7, 11, 17, 19, 21, 25, 37, 39, 42, 52], "\ub3d9\ub4f1\ud55c": 7, "06949": [8, 22], "site": 8, "hyoungseo": [8, 22, 55], "cho": [8, 22, 26, 55], "generation\uc758": [8, 21], "\uc77c\ud658\uc73c\ub85c": 8, "\uc0c8\ub86d\uace0": 8, "\ucc3d\uc758\uc801\uc778": 8, "\uac1c\ub150\uc744": [8, 17, 38, 49], "\ub2e4\ub8f9\ub2c8\ub2e4": 8, "\uae30\uc220\uacfc": [8, 31, 33], "\ubfd0\ub9cc": [8, 33, 39, 42, 51], "\uac1c\uc778\ud654\ub41c": [8, 16, 17, 22, 38], "\uc0dd\uc124\ud560": 8, "\ub418\uc5c8\uc2b5\ub2c8\ub2e4": 8, "\uac15\ub825\ud55c": [8, 21, 24, 26, 31], "\uc124\uba85\ub418\uc9c0": 8, "\ucc3d\uc758\uc801": 8, "\uc788\uc744\uae4c\uc694": 8, "sysnthesi": 8, "\uae30\uc220\uc740": 8, "\uc778\ucf54\ub354\uc5d0\uc11c": [8, 19], "\ucd94\ucd9c\ud55c": [8, 10, 20, 40], "\uc784\ubca0\ub529\uc744": [8, 19, 31, 33], "conditioning\ud569\ub2c8\ub2e4": 8, "\ucc98\ub9ac\ud558\uc5ec": 8, "\ud1b5\ud569\ud558\ub294": [8, 19], "\ubc29\uc2dd\uc785\ub2c8\ub2e4": [8, 41, 52], "\ud65c\uc6a9\ud574\uc11c": [8, 11, 44, 54], "generation\uc5d0\uc11c\uc758": 8, "\uc774\uc810\uc744": [8, 26, 30], "\ubcf4\uc785\ub2c8\ub2e4": [8, 42], "\uc785\ub825\ub41c": [8, 17, 19, 34, 38, 48], "\ud574\ub2f9\ud558\ub294": [8, 9, 19, 21, 29, 30, 48, 50], "\uc784\ubca0\ub529\uc73c\ub85c": [8, 19], "\ub9e4\ud551\ud569\ub2c8\ub2e4": 8, "\ub514\ucf54\ub354\ub294": 8, "\uc784\ubca0\ub529\uc5d0": [8, 19, 31, 33], "condition\uc774": 8, "\ubd80\uc5ec\ub41c": 8, "\uc0dd\uc131\ud558\uae30": [8, 17, 22, 31, 34, 38, 41, 42, 49], "\ud6c8\ub828\ub429\ub2c8\ub2e4": 8, "personalization\uc740": 8, "\ub9e5\ub77d\uc5d0\uc11c": 8, "\uc0ac\uc6a9\uc790\uac00": [8, 17, 24, 32, 33, 38], "\uc8fc\uc81c\ub098": 8, "\uc2a4\ud0c0\uc77c\uc744": [8, 19, 22, 35, 37], "\uc77c\ubc18\uc801\uc73c\ub85c": [8, 17, 18, 19, 30, 31, 34, 37, 38, 41, 49], "\ud559\uc2b5\uc2dc\ud0a4\uae30": [8, 18, 34], "\ucd5c\uc801\ud654\ud558\uac70\ub098": 8, "\ud65c\uc6a9\ud569\ub2c8\ub2e4": [8, 17, 41], "\ucd08\ucca8\uc744": [8, 38], "\ub9de\ucd94\uace0": 8, "\uae30\ubc1c\ud55c": 8, "\uc811\uadfc": [8, 17, 18, 19, 22, 30, 31, 38], "\ubc29\ubc95\uc774": [8, 15, 17, 18, 19, 21, 22, 25, 28, 31, 37, 42, 49], "xu": 8, "set": [8, 13, 16, 17, 18, 20, 27, 40, 42, 45, 47, 51, 52], "evolut": 8, "\ud65c\uc6a9\ud574": [8, 11, 16, 33, 39, 40, 42, 44, 53], "\ud615\ud0dc\uc758": [8, 30, 31, 33, 34, 38, 45, 50, 51], "\uc81c\uc548\ud588\uc2b5\ub2c8\ub2e4": [8, 36], "elgamm": 8, "gan\uc758": [8, 15, 26, 38], "\ud0d0\uad6c\ud558\uba70": 8, "\uc2a4\ud0c0\uc77c\uc5d0\uc11c\uc758": 8, "\ud3b8\ucc28\ub97c": 8, "\uadf9\ub300\ud654\ud558\ub294": 8, "\ud559\uc2b5\ud588\uc2b5\ub2c8\ub2e4": [8, 11], "sbai": 8, "\uc190\uc2e4": [8, 17, 43], "\ub3c4\ub9bd\ud588\uc2b5\ub2c8\ub2e4": 8, "\uce74\ud14c\uace0\ub9ac\uc640": 8, "\uc77c\uce58\ud558\ub3c4\ub85d": [8, 31, 38], "\ucd5c\uc801\ud654\ud558\uba74\uc11c\ub3c4": 8, "\uce74\ud14c\uace0\ub9ac\uc758": 8, "\uac1c\ub150\ub4e4\uacfc": 8, "\ucc3e\ub294": [8, 15, 19, 38], "\uc811\uadfc\ud588\uc2b5\ub2c8\ub2e4": 8, "\uac1c\ub150\ub4e4\uc740": 8, "\ud63c\ud569\ub420": 8, "\uc720\uc5f0\ud55c": 8, "\uac16\uac8c\ub429\ub2c8\ub2e4": [8, 36], "bottom": 8, "model\uc5d0\uc11c\ub294": [8, 38], "\uc624\ud1a0\uc778\ucf54\ub354\uc758": [8, 19], "\ub0b4\uc5d0\uc11c": [8, 22, 30, 33, 38, 39, 48], "\uc9c4\ud589\ub429\ub2c8\ub2e4": [8, 52], "\uba3c\uc800": [8, 9, 17, 22, 25, 28, 30, 31, 36, 37, 40, 43, 46], "\uc778\uace0\ub354": 8, "\ub9e4\ud551\ud558\ub294": [8, 42], "d\ub294": [8, 15], "\uc7ac\uad6c\uc131\ud558\ub3c4\ub85d": 8, "ddpm\uc758": [8, 12, 21, 23, 35, 44], "\uc190\uc2e4\uc744": [8, 17, 19, 22], "\ucd5c\uc18c\ud654\ud558\ub3c4\ub85d": [8, 22, 41], "\ud559\uc2b5\ud569\ub2c8\ub2e4": [8, 42, 46, 50, 52, 53], "\uc7a0\uc7ac": [8, 25, 31, 37], "\ucf54\ub4dc": [8, 28, 36, 40, 51], "zt": 8, "\uc7a1\uc74c": 8, "\uc81c\uac70\ud569\ub2c8\ub2e4": 8, "\ud604\uc7ac": [8, 11, 12, 18, 35, 37], "t\uc640": 8, "\uc870\uac74": [8, 17, 19, 21, 31], "\ubca1\ud130": [8, 14, 19, 26, 30], "c\ub3c4": 8, "\uace0\ub824\ub429\ub2c8\ub2e4": 8, "model\uc740": [8, 13, 15, 20, 21, 25, 26, 27, 29, 34, 38, 49], "\uc778\ucf54\ub529\uc5d0\uc11c": 8, "\ud30c\uc0dd\ub41c": [8, 19, 38], "\ud504\ub86c\ud504\ud2b8": [8, 17, 18, 25, 28], "decompos": [8, 22], "\ud504\ub86c\ud504\ud2b8\ub85c\ubd80\ud130": 8, "\uc608\uce21\ud569\ub2c8\ub2e4": [8, 22, 42, 50], "\ub2e4\uc74c\uc73c\ub85c": [8, 22, 31], "\ubd80\uc5ec\ud558\uc5ec": 8, "decoder\ub85c": 8, "\ubcf4\ub0b4\uc9d1\ub2c8\ub2e4": 8, "\ub3c5\ub9bd\uc801\uc778": [8, 12, 41], "\uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4": 8, "l_": [8, 18, 23, 24, 32, 34, 39, 41, 44, 49, 51, 53], "\ub2e4\uc591\uc131\uc744": [8, 16, 17, 37], "\ud5a5\uc0c1\uc2dc\ud0a4\uba70": 8, "\uc811\uadfc\ud558\uace0": 8, "\uacf5\uac04\uc5d0\uc11c": [8, 14, 17, 30, 38], "conceptlab\uc740": 8, "\ub300\ud45c\ud558\ub294": 8, "v_": [8, 20], "\ucd5c\uc801\ud654\ud569\ub2c8\ub2e4": [8, 50], "\uce74\ud14c\uace0\ub9ac\uc5d0": [8, 28, 31], "\uc720\uc0ac\ud558\uba74\uc11c\ub3c4": [8, 38], "\uba64\ubc84\ub4e4\uacfc": 8, "\uac00\uc9c0\ub3c4\ub85d": [8, 34, 37], "\uc9d1\ud569\uc744": [8, 17, 30], "\uacc4\uc0b0\ud569\ub2c8\ub2e4": [8, 41, 45], "\ud6c8\ub828\ud558\ub294": [8, 19, 25], "\ubc14\ud0d5\uc73c\ub85c": [8, 26, 30, 42, 52], "contraints\ub97c": 8, "\ub354\ud558\uae30": 8, "blip": [8, 11], "vqa": 8, "\uae0d\uc815\uc801": 8, "\uc81c\uc57d": 8, "po": 8, "\uac00\uc9c0\ub97c": 8, "\uc870\uac74\uc740": 8, "\uc815\uc758\ub429\ub2c8\ub2e4": 8, "\ub450\uac00\uc9c0": [8, 34, 44], "\uce21\uc815\ud569\ub2c8\ub2e4": [8, 11, 52], "\uc6b0\uc120": [8, 9, 11, 21, 25, 33, 45, 50, 51, 52], "\ub2e8\uc5b4": [8, 28, 35, 38], "\ubb34\uc791\uc704": [8, 22], "\uc0d8\ud50c\ub9c1\ub41c": [8, 30, 31], "y\uc5d0": 8, "\ud1b5\ud569\ud569\ub2c8\ub2e4": 8, "\ubb38\uc7a5\uc740": 8, "\uc778\ucf54\ub529\ub418\uba70": 8, "\uc774\uac83\uc774": [8, 11, 42], "\uc815\uc758\ud569\ub2c8\ub2e4": [8, 41, 45, 48, 50, 51, 52, 53, 54], "\ud1b5\uacfc\uc2dc\ud0a4\uba74": 8, "\ud504\ub86c\ud504\ud2b8\uc758": [8, 19], "\uc778\uc2a4\ud134\uc2a4\uac00": 8, "\uc870\uac74\uacfc": 8, "\uae0d\uc815": 8, "\ubd80\uc815": 8, "\uad11\ubc94\uc704\ud558\uac8c": 8, "\uc720\uc9c0\ud558\uace0\uc790": [8, 45], "\ud1b5\uacfc\ud558\uc9c0": 8, "\uc54a\uc2b5\ub2c8\ub2e4": [8, 11, 41, 42, 51], "\uc5f0\uad6c\uc5d0\uc11c\uc758": 8, "\ud568\uc218\ub294": [8, 26, 30], "langl": 8, "rangl": 8, "lambda": [8, 13, 17, 25, 41, 42, 45], "v\uc5d0\uc11c": 8, "\uc870\uac74\uc5d0\uc11c": 8, "\uba40\uc5b4\uc9c0\uace0": 8, "\uc81c\uc57d\uc870\uac74\uc5d0": 8, "\uac00\uae4c\uc6cc\uc9c0\ub3c4\ub85d": [8, 15], "\uc815\uaddc\ud654\ub294": 8, "\uc9d1\ud569\uc774": 8, "\ud074": [8, 37], "\uba64\ubc84\ub85c\uc758": 8, "collapsing\uc744": 8, "\ubc29\uc9c0\ud558\ub294": [8, 17, 18, 19], "\uc0ac\uc6a9\ub429\ub2c8\ub2e4": [8, 9, 22], "\uc81c\uc57d\uc5d0": 8, "s_": [8, 18, 19, 20, 35, 41], "max_": 8, "\ubc29\uc2dd\uc740": [8, 10, 22, 24, 27, 30, 31, 34, 38, 49, 51, 52, 53], "\ud568\uc218\uc5d0": 8, "\ud1b5\ud569\ub418\uba70": 8, "\ub0c4\uc73c\ub85c\uc368": 8, "\uc870\uac74\uc5d0": 8, "\ud328\ub110\ud2f0\ub97c": [8, 42], "\ubd80\uc5ec\ud569\ub2c8\ub2e4": 8, "\uacfc\uc815": [8, 10, 13, 23, 28, 29, 30, 31, 34, 38], "\uac1c\ub150\uc5d0": [8, 17, 38], "\ub2e8\uc5b4\ub97c": [8, 38], "\ucd94\ub860\ud558\uace0": [8, 40], 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