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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

24:07

MemMamba: Rethinking Memory Patterns in State Space...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 56 | cs.LG, cs.AI, cs.CL Authors: Youjin Wang, Yangjingyi Chen, Jiahao Yan, Jiaxuan Lu, Xiao Sun Title: MemMamba: Rethinking Memory Patterns in State Space Model Arxiv: http://arxiv.org/abs/2510.03279v1 Abstract: With the explosive growth of data, long-sequence modeling has become increasingly important in tasks such as natural language processing and bioinformatics

en

26:06

UniVideo: Unified Understanding, Generation, and...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 47 | cs.CV Authors: Cong Wei, Quande Liu, Zixuan Ye, Qiulin Wang, Xintao Wang, Pengfei Wan, Kun Gai, Wenhu Chen Title: UniVideo: Unified Understanding, Generation, and Editing for Videos Arxiv: http://arxiv.org/abs/2510.08377v1 Abstract: Unified multimodal models have shown promising results in multimodal content generation and editing but remain largely limited to

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26:23

From What to Why: A Multi-Agent System for...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 42 | cs.AI, cs.CL Authors: Cheng Yang, Jiaxuan Lu, Haiyuan Wan, Junchi Yu, Feiwei Qin Title: From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning Arxiv: http://arxiv.org/abs/2509.23768v1 Abstract: The chemical reaction recommendation is to select proper reaction condition parameters for chemical reactions, which is pivotal to

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21:23

When Thoughts Meet Facts: Reusable Reasoning for...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 38 | cs.CL, cs.AI, cs.LG Authors: Soyeong Jeong, Taehee Jung, Sung Ju Hwang, Joo-Kyung Kim, Dongyeop Kang Title: When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Arxiv: http://arxiv.org/abs/2510.07499v1 Abstract: Recent Long-Context Language Models (LCLMs) can process hundreds of thousands of tokens in a single prompt, enabling new opportunities for

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24:32

Meta-Awareness Enhances Reasoning Models:...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 38 | cs.LG, cs.AI Authors: Yoonjeon Kim, Doohyuk Jang, Eunho Yang Title: Meta-Awareness Enhances Reasoning Models: Self-Alignment Reinforcement Learning Arxiv: http://arxiv.org/abs/2510.03259v1 Abstract: Recent studies on reasoning models explore the meta-awareness of language models, the ability to know how to think by itself. We argue that large reasoning models

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24:37

VideoCanvas: Unified Video Completion from Arbitrary...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 36 | cs.CV Authors: Minghong Cai, Qiulin Wang, Zongli Ye, Wenze Liu, Quande Liu, Weicai Ye, Xintao Wang, Pengfei Wan, Kun Gai, Xiangyu Yue Title: VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning Arxiv: http://arxiv.org/abs/2510.08555v1 Abstract: We introduce the task of arbitrary spatio-temporal video completion,

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24:20

The Alignment Waltz: Jointly Training Agents to...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 33 | cs.CL Authors: Jingyu Zhang, Haozhu Wang, Eric Michael Smith, Sid Wang, Amr Sharaf, Mahesh Pasupuleti, Benjamin Van Durme, Daniel Khashabi, Jason Weston, Hongyuan Zhan Title: The Alignment Waltz: Jointly Training Agents to Collaborate for Safety Arxiv: http://arxiv.org/abs/2510.08240v1 Abstract: Harnessing the power of LLMs requires a delicate dance between being

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24:18

Hybrid Reinforcement: When Reward Is Sparse, It's...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 26 | cs.CL, cs.LG Authors: Leitian Tao, Ilia Kulikov, Swarnadeep Saha, Tianlu Wang, Jing Xu, Yixuan Li, Jason E Weston, Ping Yu Title: Hybrid Reinforcement: When Reward Is Sparse, It's Better to Be Dense Arxiv: http://arxiv.org/abs/2510.07242v2 Abstract: Post-training for reasoning of large language models (LLMs) increasingly relies on verifiable rewards:

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24:59

Cache-to-Cache: Direct Semantic Communication Between...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 64 | cs.CL, cs.LG, 68T07, 68T50, I.2.7Authors: Tianyu Fu, Zihan Min, Hanling Zhang, Jichao Yan, Guohao Dai, Wanli Ouyang, Yu Wang Title: Cache-to-Cache: Direct Semantic Communication Between Large Language Models Arxiv: http://arxiv.org/abs/2510.03215v1 Abstract: Multi-LLM systems harness the complementary strengths of diverse Large Language Models, achieving

en

26:47

Ming-UniVision: Joint Image Understanding and...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 60 | cs.CV Authors: Ziyuan Huang, DanDan Zheng, Cheng Zou, Rui Liu, Xiaolong Wang, Kaixiang Ji, Weilong Chai, Jianxin Sun, Libin Wang, Yongjie Lv, Taozhi Huang, Jiajia Liu, Qingpei Guo, Ming Yang, Jingdong Chen, Jun Zhou Title: Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer Arxiv: http://arxiv.org/abs/2510.06590v1 Abstract:

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21:15

Lumina-DiMOO: An Omni Diffusion Large Language Model...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 39 | cs.CV Authors: Yi Xin, Qi Qin, Siqi Luo, Kaiwen Zhu, Juncheng Yan, Yan Tai, Jiayi Lei, Yuewen Cao, Keqi Wang, Yibin Wang, Jinbin Bai, Qian Yu, Dengyang Jiang, Yuandong Pu, Haoxing Chen, Le Zhuo, Junjun He, Gen Luo, Tianbin Li, Ming Hu, Jin Ye, Shenglong Ye, Bo Zhang, Chang Xu, Wenhai Wang, Hongsheng Li, Guangtao Zhai, Tianfan Xue, Bin Fu, Xiaohong Liu, Yu Qiao, Yihao Liu Title: Lumina-DiMOO: An Omni Diffusion

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24:34

SHANKS: Simultaneous Hearing and Thinking for Spoken...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 32 | cs.CL, eess.AS Authors: Cheng-Han Chiang, Xiaofei Wang, Linjie Li, Chung-Ching Lin, Kevin Lin, Shujie Liu, Zhendong Wang, Zhengyuan Yang, Hung-yi Lee, Lijuan Wang Title: SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models Arxiv: http://arxiv.org/abs/2510.06917v1 Abstract: Current large language models (LLMs) and spoken language models (SLMs)

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23:04

MATRIX: Mask Track Alignment for Interaction-aware...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 30 | cs.CV Authors: Siyoon Jin, Seongchan Kim, Dahyun Chung, Jaeho Lee, Hyunwook Choi, Jisu Nam, Jiyoung Kim, Seungryong Kim Title: MATRIX: Mask Track Alignment for Interaction-aware Video Generation Arxiv: http://arxiv.org/abs/2510.07310v1 Abstract: Video DiTs have advanced video generation, yet they still struggle to model multi-instance or subject-object

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20:18

RLinf-VLA: A Unified and Efficient Framework for...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 30 | cs.RO Authors: Hongzhi Zang, Mingjie Wei, Si Xu, Yongji Wu, Zhen Guo, Yuanqing Wang, Hao Lin, Liangzhi Shi, Yuqing Xie, Zhexuan Xu, Zhihao Liu, Kang Chen, Wenhao Tang, Quanlu Zhang, Weinan Zhang, Chao Yu, Yu Wang Title: RLinf-VLA: A Unified and Efficient Framework for VLA+RL Training Arxiv: http://arxiv.org/abs/2510.06710v1 Abstract: Recent progress in vision and

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23:39

Vibe Checker: Aligning Code Evaluation with Human...

Daily Paper Cast ·

2025/10/10

🤗 Upvotes: 28 | cs.CL, cs.AI, cs.LG, cs.SE Authors: Ming Zhong, Xiang Zhou, Ting-Yun Chang, Qingze Wang, Nan Xu, Xiance Si, Dan Garrette, Shyam Upadhyay, Jeremiah Liu, Jiawei Han, Benoit Schillings, Jiao Sun Title: Vibe Checker: Aligning Code Evaluation with Human Preference Arxiv: http://arxiv.org/abs/2510.07315v1 Abstract: Large Language Models (LLMs) have catalyzed vibe

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21:41

Less is More: Recursive Reasoning with Tiny Networks

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 89 | cs.LG, cs.AIAuthors: Alexia Jolicoeur-Martineau Title: Less is More: Recursive Reasoning with Tiny Networks Arxiv: http://arxiv.org/abs/2510.04871v1 Abstract: Hierarchical Reasoning Model (HRM) is a novel approach using two small neural networks recursing at different frequencies. This biologically inspired method beats Large Language models (LLMs) on hard

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27:21

TaTToo: Tool-Grounded Thinking PRM for Test-Time...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 59 | cs.AI, cs.CL, cs.LG Authors: Jiaru Zou, Soumya Roy, Vinay Kumar Verma, Ziyi Wang, David Wipf, Pan Lu, Sumit Negi, James Zou, Jingrui He Title: TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning Arxiv: http://arxiv.org/abs/2510.06217v1 Abstract: Process Reward Models (PRMs) have recently emerged as a powerful framework for enhancing the

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23:46

Fathom-DeepResearch: Unlocking Long Horizon...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 58 | cs.AI, cs.LG Authors: Shreyas Singh, Kunal Singh, Pradeep Moturi Title: Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs Arxiv: http://arxiv.org/abs/2509.24107v1 Abstract: Tool-integrated reasoning has emerged as a key focus for enabling agentic applications. Among these, DeepResearch Agents have gained significant

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27:45

In-the-Flow Agentic System Optimization for Effective...

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 37 | cs.AI, cs.CL, cs.LG, cs.MA Authors: Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu, Jianwen Xie, Yu Zhang, Yejin Choi, James Zou, Pan Lu Title: In-the-Flow Agentic System Optimization for Effective Planning and Tool Use Arxiv: http://arxiv.org/abs/2510.05592v1 Abstract: Outcome-driven reinforcement learning has advanced reasoning in large language models

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23:35

Fast-dLLM v2: Efficient Block-Diffusion LLM

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 33 | cs.CL Authors: Chengyue Wu, Hao Zhang, Shuchen Xue, Shizhe Diao, Yonggan Fu, Zhijian Liu, Pavlo Molchanov, Ping Luo, Song Han, Enze Xie Title: Fast-dLLM v2: Efficient Block-Diffusion LLM Arxiv: http://arxiv.org/abs/2509.26328v1 Abstract: Autoregressive (AR) large language models (LLMs) have achieved remarkable performance across a wide range of natural language

en

1,361 results

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