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Paper Reviews by AI

2024

DateLogicQA: Benchmarking Temporal Biases in Large Language Models
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข University of Aberdeen
DateLogicQA: LLM์˜ ์‹œ๊ฐ„์  ์ถ”๋ก  ํŽธํ–ฅ ๋ฒค์น˜๋งˆํฌ ์ œ์‹œ! ํ† ํฐํ™”, ํ‘œ์ƒ ๋ฐ ๋…ผ๋ฆฌ ์ˆ˜์ค€ ํŽธํ–ฅ ๋ถ„์„์œผ๋กœ ์‹œ๊ฐ„์  ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ๊ฐœ์„  ๋ฐฉ์•ˆ ์ œ์‹œ!
ChatDiT: A Training-Free Baseline for Task-Agnostic Free-Form Chatting with Diffusion Transformers
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข Tongyi Lab
ChatDiT: ์ œ๋กœ์ƒท ๋ฐฉ์‹์œผ๋กœ ์‚ฌ์ „ ํ›ˆ๋ จ๋œ ํ™•์‚ฐ ๋ณ€ํ™˜๊ธฐ๋ฅผ ํ™œ์šฉ, ์ž์—ฐ์–ด๋กœ ๋‹ค์–‘ํ•œ ์‹œ๊ฐ์  ๊ณผ์ œ ํ•ด๊ฒฐ!
Wonderland: Navigating 3D Scenes from a Single Image
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AI Generated ๐Ÿค— Daily Papers Computer Vision 3D Vision ๐Ÿข University of Toronto
๋‹จ์ผ ์ด๋ฏธ์ง€๋กœ ๊ณ ํ’ˆ์งˆ 3D ์žฅ๋ฉด์„ ์ƒ์„ฑํ•˜๋Š” ํšจ์œจ์ ์ด๊ณ  ํ™•์žฅ ๊ฐ€๋Šฅํ•œ ํ”„๋ ˆ์ž„์›Œํฌ
Whisper-GPT: A Hybrid Representation Audio Large Language Model
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Stanford University
Whisper-GPT: ํ•˜์ด๋ธŒ๋ฆฌ๋“œ ์Œ์„ฑ ๋ฐ ์Œ์•… LLM์œผ๋กœ, ์—ฐ์† ์˜ค๋””์˜ค์™€ ์ด์‚ฐ ํ† ํฐ์„ ๊ฒฐํ•ฉํ•˜์—ฌ ํ–ฅ์ƒ๋œ ์„ฑ๋Šฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.
The Open Source Advantage in Large Language Models (LLMs)
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Rollins College
์˜คํ”ˆ์†Œ์Šค LLM, ํ์‡„ํ˜• LLM ๋Œ€๋น„ ํˆฌ๋ช…์„ฑ๊ณผ ์ ‘๊ทผ์„ฑ์€ ๋†’์ง€๋งŒ, ์„ฑ๋Šฅ์€ ๋‚ฎ์Œ. ํ•˜์ด๋ธŒ๋ฆฌ๋“œ ์ „๋žต์ด ๋ฏธ๋ž˜.
StrandHead: Text to Strand-Disentangled 3D Head Avatars Using Hair Geometric Priors
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AI Generated ๐Ÿค— Daily Papers Computer Vision 3D Vision ๐Ÿข Nanjing University
’’ StrandHead: ํ…์ŠคํŠธ๋งŒ์œผ๋กœ ์‚ฌ์‹ค์ ์ธ 3D ํ—ค๋“œ ์•„๋ฐ”ํƒ€์™€ ์„ฌ์„ธํ•œ ํ—ค์–ด์Šคํƒ€์ผ๊นŒ์ง€ ์ƒ์„ฑ.''
SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Tsinghua University
Self-play with refinement boosts instruction-following in LLMs.
Sequence Matters: Harnessing Video Models in 3D Super-Resolution
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AI Generated ๐Ÿค— Daily Papers Computer Vision 3D Vision ๐Ÿข Department of Electrical and Computer Engineering, Sungkyunkwan University
๋น„๋””์˜ค ์ดˆํ•ด์ƒ๋„ ๋ชจ๋ธ์„ ์ด์šฉํ•œ ํ˜์‹ ์ ์ธ 3D ์ดˆํ•ด์ƒ๋„ ๊ธฐ๋ฒ•์œผ๋กœ, ์ •๋ ฌ ๊ณผ์ • ์—†์ด๋„ ์ตœ์ฒจ๋‹จ ์„ฑ๋Šฅ ๋‹ฌ์„ฑ!
SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Huawei Noah's Ark Lab
SepLLM์€ ํŠน์ˆ˜ ํ† ํฐ์˜ ์ค‘์š”์„ฑ์„ ํ™œ์šฉํ•˜์—ฌ LLM ์ถ”๋ก ์„ ๊ฐ€์†ํ™”ํ•˜๊ณ  ๊ธด ์‹œํ€€์Šค๋ฅผ ํšจ์œจ์ ์œผ๋กœ ์ฒ˜๋ฆฌํ•ฉ๋‹ˆ๋‹ค.
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Question Answering ๐Ÿข Renmin University of China
RetroLLM: ๊ฒ€์ƒ‰๊ณผ ์ƒ์„ฑ์„ ํ†ตํ•ฉํ•œ RAG ์‹œ์Šคํ…œ
Nearly Zero-Cost Protection Against Mimicry by Personalized Diffusion Models
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข Inha University
์‹ค์‹œ๊ฐ„ ์ด๋ฏธ์ง€ ๋ณดํ˜ธ, ๋”ฅํŽ˜์ดํฌ ๋Œ€๋น„์ฑ….
MOVIS: Enhancing Multi-Object Novel View Synthesis for Indoor Scenes
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AI Generated ๐Ÿค— Daily Papers Computer Vision 3D Vision ๐Ÿข Peking University
MOVIS๋Š” ์‹ค๋‚ด ์žฅ๋ฉด์— ๋Œ€ํ•œ ๋ฉ€ํ‹ฐ-๊ฐ์ฒด novel view synthesis์—์„œ ๊ตฌ์กฐ์  ์ธ์‹์„ ํ–ฅ์ƒ์‹œ์ผœ ์ผ๊ด€์„ฑ ์žˆ๊ณ  ์‚ฌ์‹ค์ ์ธ novel view๋ฅผ ์ƒ์„ฑํ•ฉ๋‹ˆ๋‹ค.
MaxInfoRL: Boosting exploration in reinforcement learning through information gain maximization
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AI Generated ๐Ÿค— Daily Papers Machine Learning Reinforcement Learning ๐Ÿข ETH Zurich
์ •๋ณด ์ด๋“์œผ๋กœ ๊ฐ•ํ™” ํ•™์Šต ํƒ์ƒ‰์„ ๊ฐ•ํ™”.
Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning
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AI Generated ๐Ÿค— Daily Papers Machine Learning Federated Learning ๐Ÿข MIPT
๊ฐ„๋‹จํ•œ ๋ณ€ํ™˜๋งŒ์œผ๋กœ ์ˆ˜์ง ์—ฐํ•ฉ ํ•™์Šต์—์„œ ๋ฐ์ดํ„ฐ ๋ณดํ˜ธ ๊ฐ€๋Šฅ.
IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations
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AI Generated ๐Ÿค— Daily Papers Computer Vision 3D Vision ๐Ÿข Chinese University of Hong Kong
IDArb: Decomposition under varied lights.
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
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AI Generated ๐Ÿค— Daily Papers Multimodal Learning Vision-Language Models ๐Ÿข Shanghai Jiao Tong University
GeoX: MLLM๋ณด๋‹ค ๋›ฐ์–ด๋‚œ ๊ธฐํ•˜ํ•™์  ๋ฌธ์ œ ํ•ด๊ฒฐ์‚ฌ!
ColorFlow: Retrieval-Augmented Image Sequence Colorization
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข Tsinghua University
๋งŒํ™” ์ฑ„์ƒ‰ ์ž๋™ํ™”: ColorFlow๋Š” ID ์ผ๊ด€์„ฑ์„ ์œ ์ง€ํ•˜๋ฉด์„œ ํ‘๋ฐฑ ๋งŒํ™” ์‹œํ€€์Šค๋ฅผ ์ฑ„์ƒ‰ํ•ฉ๋‹ˆ๋‹ค.
Causal Diffusion Transformers for Generative Modeling
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข ByteDance Research
CausalFusion์€ ํ™•์‚ฐ ๋ฐ ์ž๊ธฐ ํšŒ๊ท€ ๋ชจ๋ธ์„ ๊ฒฐํ•ฉํ•˜์—ฌ ์ƒ์„ฑ ๋ชจ๋ธ๋ง์—์„œ ์ตœ์ฒจ๋‹จ ๊ฒฐ๊ณผ๋ฅผ ๋‹ฌ์„ฑํ•˜๊ณ  ์ƒˆ๋กœ์šด ๊ธฐ๋Šฅ์„ ๊ฐ€๋Šฅํ•˜๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค.
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping
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AI Generated ๐Ÿค— Daily Papers Computer Vision Image Generation ๐Ÿข CUHK MMLab
VividFace: ์ฒซ ๋ฒˆ์งธ ํ™•์‚ฐ ๊ธฐ๋ฐ˜ ๋น„๋””์˜ค ์–ผ๊ตด ๋ฐ”๊พธ๊ธฐ ํ”„๋ ˆ์ž„์›Œํฌ๋กœ ๊ณ ์ถฉ์‹ค๋„ ๊ฒฐ๊ณผ ์ œ๊ณต.
Smaller Language Models Are Better Instruction Evolvers
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AI Generated ๐Ÿค— Daily Papers Natural Language Processing Large Language Models ๐Ÿข Beijing University of Posts and Telecommunications
์†Œํ˜• ์–ธ์–ด ๋ชจ๋ธ์ด ๋” ๋‚˜์€ ๋ช…๋ น ์ƒ์„ฑ์ž!