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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

22:45

Next Visual Granularity Generation

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.LG Authors: Yikai Wang, Zhouxia Wang, Zhonghua Wu, Qingyi Tao, Kang Liao, Chen Change Loy Title: Next Visual Granularity Generation Arxiv: http://arxiv.org/abs/2508.12811v1 Abstract: We propose a novel approach to image generation by decomposing an image into a structured sequence, where each element in the sequence shares the same spatial

en

20:55

Speed Always Wins: A Survey on Efficient...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 34 | cs.CL, cs.AI, cs.CV Authors: Weigao Sun, Jiaxi Hu, Yucheng Zhou, Jusen Du, Disen Lan, Kexin Wang, Tong Zhu, Xiaoye Qu, Yu Zhang, Xiaoyu Mo, Daizong Liu, Yuxuan Liang, Wenliang Chen, Guoqi Li, Yu Cheng Title: Speed Always Wins: A Survey on Efficient Architectures for Large Language Models Arxiv: http://arxiv.org/abs/2508.09834v1 Abstract: Large Language Models

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22:33

When Punctuation Matters: A Large-Scale Comparison of...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 32 | cs.CL, cs.AI Authors: Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov, Alexander Panchenko, Elena Tutubalina, Oleg Somov Title: When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Arxiv: http://arxiv.org/abs/2508.11383v1 Abstract: Large Language Models (LLMs) are highly sensitive to subtle, non-semantic variations in prompt

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19:57

Has GPT-5 Achieved Spatial Intelligence? An Empirical...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 22 | cs.CV, cs.CL, cs.LG, cs.MM, cs.RO Authors: Zhongang Cai, Yubo Wang, Qingping Sun, Ruisi Wang, Chenyang Gu, Wanqi Yin, Zhiqian Lin, Zhitao Yang, Chen Wei, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Jiaqi Li, Xiangyu Fan, Hanming Deng, Lewei Lu, Bo Li, Ziwei Liu, Quan Wang, Dahua Lin, Lei Yang Title: Has GPT-5 Achieved Spatial Intelligence? An Empirical Study Arxiv:

en

23:19

HeroBench: A Benchmark for Long-Horizon Planning and...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 21 | cs.AI Authors: Petr Anokhin, Roman Khalikov, Stefan Rebrikov, Viktor Volkov, Artyom Sorokin, Vincent Bissonnette Title: HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds Arxiv: http://arxiv.org/abs/2508.12782v1 Abstract: Large language models (LLMs) have shown remarkable capabilities in isolated step-by-step reasoning

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21:51

SSRL: Self-Search Reinforcement Learning

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 66 | cs.CL Authors: Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yanxu Chen, Yu Fu, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zhang, Li Kang, Gang Chen, Cheng Huang, Zhizhou He, Bingning Wang, Lei Bai, Ning Ding, Bowen Zhou Title: SSRL: Self-Search Reinforcement Learning Arxiv: http://arxiv.org/abs/2508.10874v1 Abstract: We investigate the potential of large

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26:33

DINOv3

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 65 | cs.CV, cs.LG Authors: Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seungeun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan, John Brandt, Camille Couprie, Julien Mairal, Hervé Jégou, Patrick Labatut, Piotr Bojanowski

en

23:24

Thyme: Think Beyond Images

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 59 | cs.CV Authors: Yi-Fan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan Fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou Title: Thyme: Think Beyond Images Arxiv: http://arxiv.org/abs/2508.11630v1 Abstract: Following OpenAI's

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24:09

BeyondWeb: Lessons from Scaling Synthetic Data for...

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 40 | cs.LG, cs.CL Authors: Pratyush Maini, Vineeth Dorna, Parth Doshi, Aldo Carranza, Fan Pan, Jack Urbanek, Paul Burstein, Alex Fang, Alvin Deng, Amro Abbas, Brett Larsen, Cody Blakeney, Charvi Bannur, Christina Baek, Darren Teh, David Schwab, Haakon Mongstad, Haoli Yin, Josh Wills, Kaleigh Mentzer, Luke Merrick, Ricardo Monti, Rishabh Adiga, Siddharth Joshi, Spandan Das, Zhengping Wang, Bogdan Gaza, Ari Morcos, Matthew Leavitt

en

23:07

XQuant: Breaking the Memory Wall for LLM Inference...

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 24 | cs.LG Authors: Aditya Tomar, Coleman Hooper, Minjae Lee, Haocheng Xi, Rishabh Tiwari, Wonjun Kang, Luca Manolache, Michael W. Mahoney, Kurt Keutzer, Amir Gholami Title: XQuant: Breaking the Memory Wall for LLM Inference with KV Cache Rematerialization Arxiv: http://arxiv.org/abs/2508.10395v1 Abstract: Although LLM inference has emerged as a critical workload for

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21:07

We-Math 2.0: A Versatile MathBook System for...

Daily Paper Cast ·

2025/08/16

🤗 Upvotes: 117 | cs.AI, cs.CV, cs.LGAuthors: Runqi Qiao, Qiuna Tan, Peiqing Yang, Yanzi Wang, Xiaowan Wang, Enhui Wan, Sitong Zhou, Guanting Dong, Yuchen Zeng, Yida Xu, Jie Wang, Chong Sun, Chen Li, Honggang Zhang Title: We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Arxiv: http://arxiv.org/abs/2508.10433v1 Abstract: Multimodal Large

en

23:06

NextStep-1: Toward Autoregressive Image Generation...

Daily Paper Cast ·

2025/08/16

🤗 Upvotes: 101 | cs.CV Authors: NextStep Team, Chunrui Han, Guopeng Li, Jingwei Wu, Quan Sun, Yan Cai, Yuang Peng, Zheng Ge, Deyu Zhou, Haomiao Tang, Hongyu Zhou, Kenkun Liu, Ailin Huang, Bin Wang, Changxin Miao, Deshan Sun, En Yu, Fukun Yin, Gang Yu, Hao Nie, Haoran Lv, Hanpeng Hu, Jia Wang, Jian Zhou, Jianjian Sun, Kaijun Tan, Kang An, Kangheng Lin, Liang Zhao, Mei Chen, Peng Xing, Rui Wang, Shiyu Liu, Shutao Xia, Tianhao You, Wei Ji, Xianfang Zeng,

en

25:09

PRELUDE: A Benchmark Designed to Require Global...

Daily Paper Cast ·

2025/08/16

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Mo Yu, Tsz Ting Chung, Chulun Zhou, Tong Li, Rui Lu, Jiangnan Li, Liyan Xu, Haoshu Lu, Ning Zhang, Jing Li, Jie Zhou Title: PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Arxiv: http://arxiv.org/abs/2508.09848v2 Abstract: We introduce PRELUDE, a benchmark for evaluating long-context

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21:43

ToonComposer: Streamlining Cartoon Production with...

Daily Paper Cast ·

2025/08/16

🤗 Upvotes: 33 | cs.CV, cs.AI Authors: Lingen Li, Guangzhi Wang, Zhaoyang Zhang, Yaowei Li, Xiaoyu Li, Qi Dou, Jinwei Gu, Tianfan Xue, Ying Shan Title: ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Arxiv: http://arxiv.org/abs/2508.10881v1 Abstract: Traditional cartoon and anime production involves keyframing, inbetweening, and colorization stages,

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21:29

Story2Board: A Training-Free Approach for Expressive...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 42 | cs.CV, cs.GR, cs.LG Authors: David Dinkevich, Matan Levy, Omri Avrahami, Dvir Samuel, Dani Lischinski Title: Story2Board: A Training-Free Approach for Expressive Storyboard Generation Arxiv: http://arxiv.org/abs/2508.09983v1 Abstract: We present Story2Board, a training-free framework for expressive storyboard generation from natural language. Existing methods

en

23:06

Mol-R1: Towards Explicit Long-CoT Reasoning in...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 29 | cs.CL Authors: Jiatong Li, Weida Wang, Qinggang Zhang, Junxian Li, Di Zhang, Changmeng Zheng, Shufei Zhang, Xiaoyong Wei, Qing Li Title: Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery Arxiv: http://arxiv.org/abs/2508.08401v1 Abstract: Large language models (LLMs), especially Explicit Long Chain-of-Thought (CoT) reasoning models like DeepSeek-R1

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21:04

Stand-In: A Lightweight and Plug-and-Play Identity...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 28 | cs.CV Authors: Bowen Xue, Qixin Yan, Wenjing Wang, Hao Liu, Chen Li Title: Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation Arxiv: http://arxiv.org/abs/2508.07901v2 Abstract: Generating high-fidelity human videos that match user-specified identities is important yet challenging in the field of generative AI. Existing methods often

en

22:48

Diffusion LLMs Can Do Faster-Than-AR Inference via...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 23 | cs.LG, cs.AI Authors: Xu Wang, Chenkai Xu, Yijie Jin, Jiachun Jin, Hao Zhang, Zhijie Deng Title: Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing Arxiv: http://arxiv.org/abs/2508.09192v1 Abstract: Diffusion Large Language Models (dLLMs) have emerged as a promising alternative to autoregressive (AR) LLMs for text generation, with the

en

21:55

Seeing, Listening, Remembering, and Reasoning: A...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 22 | cs.CV Authors: Lin Long, Yichen He, Wentao Ye, Yiyuan Pan, Yuan Lin, Hang Li, Junbo Zhao, Wei Li Title: Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory Arxiv: http://arxiv.org/abs/2508.09736v1 Abstract: We introduce M3-Agent, a novel multimodal agent framework equipped with long-term memory. Like humans, M3-Agent can

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22:05

AWorld: Dynamic Multi-Agent System with Stable...

Daily Paper Cast ·

2025/08/15

🤗 Upvotes: 22 | cs.AI Authors: Zhitian Xie, Qintong Wu, Chengyue Yu, Chenyi Zhuang, Jinjie Gu Title: AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving Arxiv: http://arxiv.org/abs/2508.09889v1 Abstract: The rapid advancement of large language models (LLMs) has empowered intelligent agents to leverage diverse external tools for solving

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2,195 results

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