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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

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

en

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

en

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,

en

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

en

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

en

23:34

Beyond Ten Turns: Unlocking Long-Horizon Agentic...

Daily Paper Cast ·

2025/08/14

🤗 Upvotes: 34 | cs.CL, cs.AIAuthors: Jiaxuan Gao, Wei Fu, Minyang Xie, Shusheng Xu, Chuyi He, Zhiyu Mei, Banghua Zhu, Yi Wu Title: Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL Arxiv: http://arxiv.org/abs/2508.07976v2 Abstract: Recent advancements in LLM-based agents have demonstrated remarkable capabilities in handling complex,

en

19:05

Complex Logical Instruction Generation

Daily Paper Cast ·

2025/08/14

🤗 Upvotes: 30 | cs.CL, cs.LG Authors: Mian Zhang, Shujian Liu, Sixun Dong, Ming Yin, Yebowen Hu, Xun Wang, Steven Ma, Song Wang, Sathish Reddy Indurthi, Haoyun Deng, Zhiyu Zoey Chen, Kaiqiang Song Title: Complex Logical Instruction Generation Arxiv: http://arxiv.org/abs/2508.09125v1 Abstract: Instruction following has catalyzed the recent era of Large Language Models (LLMs) and

en

23:07

Time Is a Feature: Exploiting Temporal Dynamics in...

Daily Paper Cast ·

2025/08/14

🤗 Upvotes: 27 | cs.CL, cs.AI Authors: Wen Wang, Bozhen Fang, Chenchen Jing, Yongliang Shen, Yangyi Shen, Qiuyu Wang, Hao Ouyang, Hao Chen, Chunhua Shen Title: Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models Arxiv: http://arxiv.org/abs/2508.09138v1 Abstract: Diffusion large language models (dLLMs) generate text through iterative denoising, yet current

en

23:25

HierSearch: A Hierarchical Enterprise Deep Search...

Daily Paper Cast ·

2025/08/14

🤗 Upvotes: 24 | cs.IR, cs.AI, cs.CL Authors: Jiejun Tan, Zhicheng Dou, Yan Yu, Jiehan Cheng, Qiang Ju, Jian Xie, Ji-Rong Wen Title: HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches Arxiv: http://arxiv.org/abs/2508.08088v1 Abstract: Recently, large reasoning models have demonstrated strong mathematical and coding abilities, and deep

en

22:59

ReasonRank: Empowering Passage Ranking with Strong...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 90 | cs.IR, cs.AI, cs.CL, cs.LGAuthors: Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou Title: ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Arxiv: http://arxiv.org/abs/2508.07050v1 Abstract: Large Language Model (LLM) based listwise ranking has shown superior performance in many passage ranking tasks. With the

en

22:19

WideSearch: Benchmarking Agentic Broad Info-Seeking

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 86 | cs.CL Authors: Ryan Wong, Jiawei Wang, Junjie Zhao, Li Chen, Yan Gao, Long Zhang, Xuan Zhou, Zuo Wang, Kai Xiang, Ge Zhang, Wenhao Huang, Yang Wang, Ke Wang Title: WideSearch: Benchmarking Agentic Broad Info-Seeking Arxiv: http://arxiv.org/abs/2508.07999v1 Abstract: From professional research to everyday planning, many tasks are bottlenecked by wide-scale

en

19:53

Omni-Effects: Unified and Spatially-Controllable...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 48 | cs.CV, cs.AI Authors: Fangyuan Mao, Aiming Hao, Jintao Chen, Dongxia Liu, Xiaokun Feng, Jiashu Zhu, Meiqi Wu, Chubin Chen, Jiahong Wu, Xiangxiang Chu Title: Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation Arxiv: http://arxiv.org/abs/2508.07981v2 Abstract: Visual effects (VFX) are essential visual enhancements fundamental to modern

en

20:55

A Comprehensive Survey of Self-Evolving AI Agents: A...

Daily Paper Cast ·

2025/08/13

🤗 Upvotes: 42 | cs.AI, cs.CL, cs.MA Authors: Jinyuan Fang, Yanwen Peng, Xi Zhang, Yingxu Wang, Xinhao Yi, Guibin Zhang, Yi Xu, Bin Wu, Siwei Liu, Zihao Li, Zhaochun Ren, Nikos Aletras, Xi Wang, Han Zhou, Zaiqiao Meng Title: A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Arxiv: http://arxiv.org/abs/2508.07407v1

en

1,967 results

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