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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

21:45

SeedVR2: One-Step Video Restoration via Diffusion...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 39 | cs.CVAuthors: Jianyi Wang, Shanchuan Lin, Zhijie Lin, Yuxi Ren, Meng Wei, Zongsheng Yue, Shangchen Zhou, Hao Chen, Yang Zhao, Ceyuan Yang, Xuefeng Xiao, Chen Change Loy, Lu Jiang Title: SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training Arxiv: http://arxiv.org/abs/2506.05301v1 Abstract: Recent advances in diffusion-based video

en

20:32

ComfyUI-Copilot: An Intelligent Assistant for...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 38 | cs.CL, cs.CV Authors: Zhenran Xu, Xue Yang, Yiyu Wang, Qingli Hu, Zijiao Wu, Longyue Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang Title: ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development Arxiv: http://arxiv.org/abs/2506.05010v1 Abstract: We introduce ComfyUI-Copilot, a large language model-powered plugin designed to enhance the

en

20:01

Diagonal Batching Unlocks Parallelism in Recurrent...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 32 | cs.LG, cs.CL Authors: Danil Sivtsov, Ivan Rodkin, Gleb Kuzmin, Yuri Kuratov, Ivan Oseledets Title: Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts Arxiv: http://arxiv.org/abs/2506.05229v1 Abstract: Transformer models struggle with long-context inference due to their quadratic time and linear memory complexity. Recurrent

en

23:44

RoboRefer: Towards Spatial Referring with Reasoning...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 32 | cs.RO, cs.AI, cs.CV Authors: Enshen Zhou, Jingkun An, Cheng Chi, Yi Han, Shanyu Rong, Chi Zhang, Pengwei Wang, Zhongyuan Wang, Tiejun Huang, Lu Sheng, Shanghang Zhang Title: RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics Arxiv: http://arxiv.org/abs/2506.04308v1 Abstract: Spatial referring is a fundamental capability of

en

22:12

Video World Models with Long-term Spatial Memory

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 30 | cs.CV Authors: Tong Wu, Shuai Yang, Ryan Po, Yinghao Xu, Ziwei Liu, Dahua Lin, Gordon Wetzstein Title: Video World Models with Long-term Spatial Memory Arxiv: http://arxiv.org/abs/2506.05284v1 Abstract: Emerging world models autoregressively generate video frames in response to actions, such as camera movements and text prompts, among other control signals. Due

en

25:21

Surfer-H Meets Holo1: Cost-Efficient Web Agent...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 27 | cs.AI Authors: Mathieu Andreux, Breno Baldas Skuk, Hamza Benchekroun, Emilien Biré, Antoine Bonnet, Riaz Bordie, Matthias Brunel, Pierre-Louis Cedoz, Antoine Chassang, Mickaël Chen, Alexandra D. Constantinou, Antoine d'Andigné, Hubert de La Jonquière, Aurélien Delfosse, Ludovic Denoyer, Alexis Deprez, Augustin Derupti, Michael Eickenberg, Mathïs Federico, Charles Kantor, Xavier Koegler, Yann Labbé, Matthew C. H. Lee, Erwan Le Jumeau de

en

21:09

Qwen3 Embedding: Advancing Text Embedding and...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 24 | cs.CL Authors: Yanzhao Zhang, Mingxin Li, Dingkun Long, Xin Zhang, Huan Lin, Baosong Yang, Pengjun Xie, An Yang, Dayiheng Liu, Junyang Lin, Fei Huang, Jingren Zhou Title: Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Arxiv: http://arxiv.org/abs/2506.05176v1 Abstract: In this work, we introduce the Qwen3 Embedding series, a

en

23:17

VideoREPA: Learning Physics for Video Generation...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 23 | cs.CV Authors: Xiangdong Zhang, Jiaqi Liao, Shaofeng Zhang, Fanqing Meng, Xiangpeng Wan, Junchi Yan, Yu Cheng Title: VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models Arxiv: http://arxiv.org/abs/2505.23656v1 Abstract: Recent advancements in text-to-video (T2V) diffusion models have enabled high-fidelity and

en

18:19

The Common Pile v0.1: An 8TB Dataset of Public Domain...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 22 | cs.CL, cs.LG Authors: Nikhil Kandpal, Brian Lester, Colin Raffel, Sebastian Majstorovic, Stella Biderman, Baber Abbasi, Luca Soldaini, Enrico Shippole, A. Feder Cooper, Aviya Skowron, John Kirchenbauer, Shayne Longpre, Lintang Sutawika, Alon Albalak, Zhenlin Xu, Guilherme Penedo, Loubna Ben Allal, Elie Bakouch, John David Pressman, Honglu Fan, Dashiell Stander, Guangyu Song, Aaron Gokaslan, Tom Goldstein, Brian R. Bartoldson, Bhavya

en

20:34

VideoMathQA: Benchmarking Mathematical Reasoning via...

Daily Paper Cast ·

2025/06/07

🤗 Upvotes: 21 | cs.CV Authors: Hanoona Rasheed, Abdelrahman Shaker, Anqi Tang, Muhammad Maaz, Ming-Hsuan Yang, Salman Khan, Fahad Khan Title: VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Videos Arxiv: http://arxiv.org/abs/2506.05349v1 Abstract: Mathematical reasoning in real-world video settings presents a fundamentally different challenge

en

19:19

MiMo-VL Technical Report

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 58 | cs.CLAuthors: Xiaomi LLM-Core Team, :, Zihao Yue, Zhenru Lin, Yifan Song, Weikun Wang, Shuhuai Ren, Shuhao Gu, Shicheng Li, Peidian Li, Liang Zhao, Lei Li, Kainan Bao, Hao Tian, Hailin Zhang, Gang Wang, Dawei Zhu, Cici, Chenhong He, Bowen Ye, Bowen Shen, Zihan Zhang, Zihan Jiang, Zhixian Zheng, Zhichao Song, Zhenbo Luo, Yue Yu, Yudong Wang, Yuanyuan Tian, Yu Tu, Yihan Yan, Yi Huang, Xu Wang, Xinzhe Xu, Xingchen Song, Xing Zhang, Xing

en

20:09

Advancing Multimodal Reasoning: From Optimized Cold...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 41 | cs.LG, cs.AI, cs.CL, cs.CV Authors: Shuang Chen, Yue Guo, Zhaochen Su, Yafu Li, Yulun Wu, Jiacheng Chen, Jiayu Chen, Weijie Wang, Xiaoye Qu, Yu Cheng Title: Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Arxiv: http://arxiv.org/abs/2506.04207v1 Abstract: Inspired by the remarkable reasoning capabilities of Deepseek-R1

en

20:56

AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 39 | cs.LG, cs.AI, cs.CL, cs.RO Authors: Anastasiia Ivanova, Eva Bakaeva, Zoya Volovikova, Alexey K. Kovalev, Aleksandr I. Panov Title: AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment Arxiv: http://arxiv.org/abs/2506.04089v1 Abstract: As a part of an embodied agent, Large Language Models (LLMs) are typically used for behavior planning given natural language

en

22:48

CASS: Nvidia to AMD Transpilation with Data, Models,...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 35 | cs.AR, cs.AI, cs.CL, cs.LG, cs.PL Authors: Ahmed Heakl, Sarim Hashmi, Gustavo Bertolo Stahl, Seung Hun Eddie Han, Salman Khan, Abdulrahman Mahmoud Title: CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark Arxiv: http://arxiv.org/abs/2505.16968v3 Abstract: We introduce CASS, the first large-scale dataset and model suite for cross-architecture GPU

en

21:39

A Controllable Examination for Long-Context Language...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 30 | cs.CL Authors: Yijun Yang, Zeyu Huang, Wenhao Zhu, Zihan Qiu, Fei Yuan, Jeff Z. Pan, Ivan Titov Title: A Controllable Examination for Long-Context Language Models Arxiv: http://arxiv.org/abs/2506.02921v1 Abstract: Existing frameworks for evaluating long-context language models (LCLM) can be broadly categorized into real-world and synthetic tasks. Despite their

en

23:16

MMR-V: What's Left Unsaid? A Benchmark for Multimodal...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 25 | cs.CV, cs.CL Authors: Kejian Zhu, Zhuoran Jin, Hongbang Yuan, Jiachun Li, Shangqing Tu, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao Title: MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos Arxiv: http://arxiv.org/abs/2506.04141v1 Abstract: The sequential structure of videos poses a challenge to the ability of multimodal large language

en

20:17

Establishing Trustworthy LLM Evaluation via Shortcut...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 23 | cs.CL Authors: Kejian Zhu, Shangqing Tu, Zhuoran Jin, Lei Hou, Juanzi Li, Jun Zhao Title: Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis Arxiv: http://arxiv.org/abs/2506.04142v1 Abstract: The development of large language models (LLMs) depends on trustworthy evaluation. However, most current evaluations rely on public benchmarks, which are

en

22:04

SuperWriter: Reflection-Driven Long-Form Generation...

Daily Paper Cast ·

2025/06/06

🤗 Upvotes: 23 | cs.CL Authors: Yuhao Wu, Yushi Bai, Zhiqiang Hu, Juanzi Li, Roy Ka-Wei Lee Title: SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models Arxiv: http://arxiv.org/abs/2506.04180v1 Abstract: Long-form text generation remains a significant challenge for large language models (LLMs), particularly in maintaining coherence, ensuring logical

en

22:54

Reflect, Retry, Reward: Self-Improving LLMs via...

Daily Paper Cast ·

2025/06/05

🤗 Upvotes: 144 | cs.CL Authors: Shelly Bensal, Umar Jamil, Christopher Bryant, Melisa Russak, Kiran Kamble, Dmytro Mozolevskyi, Muayad Ali, Waseem AlShikh Title: Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.24726v1 Abstract: We explore a method for improving the performance of large language models through

en

24:23

VS-Bench: Evaluating VLMs for Strategic Reasoning and...

Daily Paper Cast ·

2025/06/05

🤗 Upvotes: 51 | cs.AI Authors: Zelai Xu, Zhexuan Xu, Xiangmin Yi, Huining Yuan, Xinlei Chen, Yi Wu, Chao Yu, Yu Wang Title: VS-Bench: Evaluating VLMs for Strategic Reasoning and Decision-Making in Multi-Agent Environments Arxiv: http://arxiv.org/abs/2506.02387v1 Abstract: Recent advancements in Vision Language Models (VLMs) have expanded their capabilities to interactive agent

en

1,967 results

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