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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

19:47

FashionComposer: Compositional Fashion Image Generation

Daily Paper Cast ·

2024/12/20

🤗 Upvotes: 13 | cs.CV Authors: Sihui Ji, Yiyang Wang, Xi Chen, Xiaogang Xu, Hao Luo, Hengshuang Zhao Title: FashionComposer: Compositional Fashion Image Generation Arxiv: http://arxiv.org/abs/2412.14168v2 Abstract: We present FashionComposer for compositional fashion image generation. Unlike previous methods, FashionComposer is highly flexible. It takes multi-modal input (i.e.,

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21:01

GUI Agents: A Survey

Daily Paper Cast ·

2024/12/20

🤗 Upvotes: 11 | cs.AI, cs.HC Authors: Dang Nguyen, Jian Chen, Yu Wang, Gang Wu, Namyong Park, Zhengmian Hu, Hanjia Lyu, Junda Wu, Ryan Aponte, Yu Xia, Xintong Li, Jing Shi, Hongjie Chen, Viet Dac Lai, Zhouhang Xie, Sungchul Kim, Ruiyi Zhang, Tong Yu, Mehrab Tanjim, Nesreen K. Ahmed, Puneet Mathur, Seunghyun Yoon, Lina Yao, Branislav Kveton, Thien Huu Nguyen, Trung Bui, Tianyi Zhou, Ryan A. Rossi, Franck Dernoncourt Title: GUI

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22:42

Efficient Diffusion Transformer Policies with Mixture...

Daily Paper Cast ·

2024/12/20

🤗 Upvotes: 10 | cs.LG, cs.RO Authors: Moritz Reuss, Jyothish Pari, Pulkit Agrawal, Rudolf Lioutikov Title: Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning Arxiv: http://arxiv.org/abs/2412.12953v1 Abstract: Diffusion Policies have become widely used in Imitation Learning, offering several appealing properties, such as generating

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20:41

Prompting Depth Anything for 4K Resolution Accurate...

Daily Paper Cast ·

2024/12/20

🤗 Upvotes: 10 | cs.CV Authors: Haotong Lin, Sida Peng, Jingxiao Chen, Songyou Peng, Jiaming Sun, Minghuan Liu, Hujun Bao, Jiashi Feng, Xiaowei Zhou, Bingyi Kang Title: Prompting Depth Anything for 4K Resolution Accurate Metric Depth Estimation Arxiv: http://arxiv.org/abs/2412.14015v1 Abstract: Prompts play a critical role in unleashing the power of language and vision foundation

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20:52

Thinking in Space: How Multimodal Large Language...

Daily Paper Cast ·

2024/12/20

🤗 Upvotes: 9 | cs.CV Authors: Jihan Yang, Shusheng Yang, Anjali W. Gupta, Rilyn Han, Li Fei-Fei, Saining Xie Title: Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces Arxiv: http://arxiv.org/abs/2412.14171v1 Abstract: Humans possess the visual-spatial intelligence to remember spaces from sequential visual observations. However, can

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24:11

Are Your LLMs Capable of Stable Reasoning?

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 61 | cs.AI, cs.CLAuthors: Junnan Liu, Hongwei Liu, Linchen Xiao, Ziyi Wang, Kuikun Liu, Songyang Gao, Wenwei Zhang, Songyang Zhang, Kai Chen Title: Are Your LLMs Capable of Stable Reasoning? Arxiv: http://arxiv.org/abs/2412.13147v2 Abstract: The rapid advancement of Large Language Models (LLMs) has demonstrated remarkable progress in complex reasoning tasks. However,

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22:34

Multi-Dimensional Insights: Benchmarking Real-World...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 29 | cs.AI, cs.CL, cs.CV Authors: YiFan Zhang, Shanglin Lei, Runqi Qiao, Zhuoma GongQue, Xiaoshuai Song, Guanting Dong, Qiuna Tan, Zhe Wei, Peiqing Yang, Ye Tian, Yadong Xue, Xiaofei Wang, Honggang Zhang Title: Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models Arxiv: http://arxiv.org/abs/2412.12606v1 Abstract: The rapidly

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23:15

OmniEval: An Omnidirectional and Automatic RAG...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 29 | cs.CL Authors: Shuting Wang, Jiejun Tan, Zhicheng Dou, Ji-Rong Wen Title: OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain Arxiv: http://arxiv.org/abs/2412.13018v1 Abstract: As a typical and practical application of Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) techniques have gained extensive attention,

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23:05

Compressed Chain of Thought: Efficient Reasoning...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 21 | cs.CL Authors: Jeffrey Cheng, Benjamin Van Durme Title: Compressed Chain of Thought: Efficient Reasoning Through Dense Representations Arxiv: http://arxiv.org/abs/2412.13171v1 Abstract: Chain-of-thought (CoT) decoding enables language models to improve reasoning performance at the cost of high generation latency in decoding. Recent proposals have explored

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22:52

Emergence of Abstractions: Concept Encoding and...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 9 | cs.CL, cs.AI, cs.LG Authors: Seungwook Han, Jinyeop Song, Jeff Gore, Pulkit Agrawal Title: Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers Arxiv: http://arxiv.org/abs/2412.12276v2 Abstract: Humans distill complex experiences into fundamental abstractions that enable rapid learning and adaptation

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20:44

Feather the Throttle: Revisiting Visual Token Pruning...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 7 | cs.CV Authors: Mark Endo, Xiaohan Wang, Serena Yeung-Levy Title: Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration Arxiv: http://arxiv.org/abs/2412.13180v1 Abstract: Recent works on accelerating Vision-Language Models show that strong performance can be maintained across a variety of vision-language tasks despite highly

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23:53

Proposer-Agent-Evaluator(PAE): Autonomous Skill...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 5 | cs.LG, cs.AI, cs.CV Authors: Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Erran Li Title: Proposer-Agent-Evaluator(PAE): Autonomous Skill Discovery For Foundation Model Internet Agents Arxiv: http://arxiv.org/abs/2412.13194v1 Abstract: The vision of a broadly capable and goal-directed agent, such as an

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23:12

VisDoM: Multi-Document QA with Visually Rich Elements...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 4 | cs.CL Authors: Manan Suri, Puneet Mathur, Franck Dernoncourt, Kanika Goswami, Ryan A. Rossi, Dinesh Manocha Title: VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation Arxiv: http://arxiv.org/abs/2412.10704v1 Abstract: Understanding information from a collection of multiple documents, particularly those with

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20:27

SUGAR: Subject-Driven Video Customization in a...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 2 | cs.CV Authors: Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Nanxuan Zhao, Jing Shi, Tong Sun Title: SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner Arxiv: http://arxiv.org/abs/2412.10533v1 Abstract: We present SUGAR, a zero-shot method for subject-driven video customization. Given an input image, SUGAR is capable of generating videos for the subject

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20:33

Marigold-DC: Zero-Shot Monocular Depth Completion...

Daily Paper Cast ·

2024/12/19

🤗 Upvotes: 2 | cs.CV, cs.LG Authors: Massimiliano Viola, Kevin Qu, Nando Metzger, Bingxin Ke, Alexander Becker, Konrad Schindler, Anton Obukhov Title: Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion Arxiv: http://arxiv.org/abs/2412.13389v1 Abstract: Depth completion upgrades sparse depth measurements into dense depth maps guided by a conventional image

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25:08

Byte Latent Transformer: Patches Scale Better Than...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 39 | cs.CL Authors: Artidoro Pagnoni, Ram Pasunuru, Pedro Rodriguez, John Nguyen, Benjamin Muller, Margaret Li, Chunting Zhou, Lili Yu, Jason Weston, Luke Zettlemoyer, Gargi Ghosh, Mike Lewis, Ari Holtzman, Srinivasan Iyer Title: Byte Latent Transformer: Patches Scale Better Than Tokens Arxiv: http://arxiv.org/abs/2412.09871v1 Abstract: We introduce the Byte Latent

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21:46

RetroLLM: Empowering Large Language Models to...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 25 | cs.CL, cs.AI, cs.IR Authors: Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yongkang Wu, Zhonghua Li, Qi Ye, Zhicheng Dou Title: RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation Arxiv: http://arxiv.org/abs/2412.11919v1 Abstract: Large language models (LLMs) exhibit remarkable generative capabilities but often suffer from

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21:10

Evaluation Agent: Efficient and Promptable Evaluation...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 25 | cs.CV, cs.AI, cs.CL Authors: Fan Zhang, Shulin Tian, Ziqi Huang, Yu Qiao, Ziwei Liu Title: Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models Arxiv: http://arxiv.org/abs/2412.09645v2 Abstract: Recent advancements in visual generative models have enabled high-quality image and video generation, opening diverse

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27:48

BrushEdit: All-In-One Image Inpainting and Editing

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Yaowei Li, Yuxuan Bian, Xuan Ju, Zhaoyang Zhang, Ying Shan, Yuexian Zou, Qiang Xu Title: BrushEdit: All-In-One Image Inpainting and Editing Arxiv: http://arxiv.org/abs/2412.10316v2 Abstract: Image editing has advanced significantly with the development of diffusion models using both inversion-based and instruction-based methods. However,

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22:32

ColorFlow: Retrieval-Augmented Image Sequence...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 20 | cs.CV Authors: Junhao Zhuang, Xuan Ju, Zhaoyang Zhang, Yong Liu, Shiyi Zhang, Chun Yuan, Ying Shan Title: ColorFlow: Retrieval-Augmented Image Sequence Colorization Arxiv: http://arxiv.org/abs/2412.11815v1 Abstract: Automatic black-and-white image sequence colorization while preserving character and object identity (ID) is a complex task with significant market

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1,967 results

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