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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

25:10

Does Understanding Inform Generation in Unified...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 26 | cs.CV, cs.CL Authors: Yuwei Niu, Weiyang Jin, Jiaqi Liao, Chaoran Feng, Peng Jin, Bin Lin, Zongjian Li, Bin Zhu, Weihao Yu, Li Yuan Title: Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward Arxiv: http://arxiv.org/abs/2511.20561v1 Abstract: Recent years have witnessed significant progress in Unified Multimodal Models,

en

22:27

GigaWorld-0: World Models as Data Engine to Empower...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 24 | cs.CV, cs.RO Authors: GigaWorld Team, Angen Ye, Boyuan Wang, Chaojun Ni, Guan Huang, Guosheng Zhao, Haoyun Li, Jiagang Zhu, Kerui Li, Mengyuan Xu, Qiuping Deng, Siting Wang, Wenkang Qin, Xinze Chen, Xiaofeng Wang, Yankai Wang, Yu Cao, Yifan Chang, Yuan Xu, Yun Ye, Yang Wang, Yukun Zhou, Zhengyuan Zhang, Zhehao Dong, Zheng Zhu Title: GigaWorld-0: World Models as Data Engine to Empower Embodied AI

en

21:32

SSA: Sparse Sparse Attention by Aligning Full and...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 23 | cs.CL Authors: Zhenyi Shen, Junru Lu, Lin Gui, Jiazheng Li, Yulan He, Di Yin, Xing Sun Title: SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Arxiv: http://arxiv.org/abs/2511.20102v1 Abstract: The quadratic complexity of full attention limits efficient long-context processing in large language models (LLMs). Sparse

en

24:08

Soft Adaptive Policy Optimization

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 23 | cs.LG, cs.AI, cs.CL Authors: Chang Gao, Chujie Zheng, Xiong-Hui Chen, Kai Dang, Shixuan Liu, Bowen Yu, An Yang, Shuai Bai, Jingren Zhou, Junyang Lin Title: Soft Adaptive Policy Optimization Arxiv: http://arxiv.org/abs/2511.20347v1 Abstract: Reinforcement learning (RL) plays an increasingly important role in enhancing the reasoning capabilities of large language

en

25:36

General Agentic Memory Via Deep Research

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 121 | cs.CL, cs.AI, cs.IR, cs.LGAuthors: B. Y. Yan, Chaofan Li, Hongjin Qian, Shuqi Lu, Zheng Liu Title: General Agentic Memory Via Deep Research Arxiv: http://arxiv.org/abs/2511.18423v1 Abstract: Memory is critical for AI agents, yet the widely-adopted static memory, aiming to create readily available memory in advance, is inevitably subject to severe information

en

23:00

AutoEnv: Automated Environments for Measuring...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 79 | cs.AI, cs.CL, cs.LG Authors: Jiayi Zhang, Yiran Peng, Fanqi Kong, Yang Cheng, Yifan Wu, Zhaoyang Yu, Jinyu Xiang, Jianhao Ruan, Jinlin Wang, Maojia Song, HongZhang Liu, Xiangru Tang, Bang Liu, Chenglin Wu, Yuyu Luo Title: AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Arxiv: http://arxiv.org/abs/2511.19304v1 Abstract: Humans

en

25:50

Computer-Use Agents as Judges for Generative User...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 47 | cs.CV, cs.CL, cs.HC Authors: Kevin Qinghong Lin, Siyuan Hu, Linjie Li, Zhengyuan Yang, Lijuan Wang, Philip Torr, Mike Zheng Shou Title: Computer-Use Agents as Judges for Generative User Interface Arxiv: http://arxiv.org/abs/2511.15567v1 Abstract: Computer-Use Agents (CUA) are becoming increasingly capable of autonomously operating digital environments through

en

25:10

DeCo: Frequency-Decoupled Pixel Diffusion for...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 44 | cs.CV, cs.AI Authors: Zehong Ma, Longhui Wei, Shuai Wang, Shiliang Zhang, Qi Tian Title: DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation Arxiv: http://arxiv.org/abs/2511.19365v1 Abstract: Pixel diffusion aims to generate images directly in pixel space in an end-to-end fashion. This approach avoids the limitations of VAE in the two-stage

en

20:31

DR Tulu: Reinforcement Learning with Evolving Rubrics...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 42 | cs.CL, cs.AI, cs.LG Authors: Rulin Shao, Akari Asai, Shannon Zejiang Shen, Hamish Ivison, Varsha Kishore, Jingming Zhuo, Xinran Zhao, Molly Park, Samuel G. Finlayson, David Sontag, Tyler Murray, Sewon Min, Pradeep Dasigi, Luca Soldaini, Faeze Brahman, Wen-tau Yih, Tongshuang Wu, Luke Zettlemoyer, Yoon Kim, Hannaneh Hajishirzi, Pang Wei Koh Title: DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep

en

22:20

UltraFlux: Data-Model Co-Design for High-quality...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 32 | cs.CV Authors: Tian Ye, Song Fei, Lei Zhu Title: UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios Arxiv: http://arxiv.org/abs/2511.18050v1 Abstract: Diffusion transformers have recently delivered strong text-to-image generation around 1K resolution, but we show that extending them to native 4K across

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22:26

In-Video Instructions: Visual Signals as Generative...

Daily Paper Cast ·

2025/11/26

🤗 Upvotes: 26 | cs.CV, cs.AI Authors: Gongfan Fang, Xinyin Ma, Xinchao Wang Title: In-Video Instructions: Visual Signals as Generative Control Arxiv: http://arxiv.org/abs/2511.19401v1 Abstract: Large-scale video generative models have recently demonstrated strong visual capabilities, enabling the prediction of future frames that adhere to the logical and physical cues in the

en

21:24

OpenMMReasoner: Pushing the Frontiers for Multimodal...

Daily Paper Cast ·

2025/11/25

🤗 Upvotes: 76 | cs.AI, cs.CL Authors: Kaichen Zhang, Keming Wu, Zuhao Yang, Kairui Hu, Bin Wang, Ziwei Liu, Xingxuan Li, Lidong Bing Title: OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Arxiv: http://arxiv.org/abs/2511.16334v1 Abstract: Recent advancements in large reasoning models have fueled growing interest in extending such

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22:13

Unveiling Intrinsic Dimension of Texts: from Academic...

Daily Paper Cast ·

2025/11/25

🤗 Upvotes: 72 | cs.CL, cs.AI, cs.LG Authors: Vladislav Pedashenko, Laida Kushnareva, Yana Khassan Nibal, Eduard Tulchinskii, Kristian Kuznetsov, Vladislav Zharchinskii, Yury Maximov, Irina Piontkovskaya Title: Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story Arxiv: http://arxiv.org/abs/2511.15210v1 Abstract: Intrinsic dimension (ID) is an

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21:40

GeoVista: Web-Augmented Agentic Visual Reasoning for...

Daily Paper Cast ·

2025/11/25

🤗 Upvotes: 60 | cs.CV Authors: Yikun Wang, Zuyan Liu, Ziyi Wang, Pengfei Liu, Han Hu, Yongming Rao Title: GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization Arxiv: http://arxiv.org/abs/2511.15705v1 Abstract: Current research on agentic visual reasoning enables deep multimodal understanding but primarily focuses on image manipulation tools, leaving a gap toward

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23:53

SAM 3: Segment Anything with Concepts

Daily Paper Cast ·

2025/11/25

🤗 Upvotes: 51 | cs.CV, cs.AI Authors: Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Didac Suris, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, Jie Lei, Tengyu Ma, Baishan Guo, Arpit Kalla, Markus Marks, Joseph Greer, Meng Wang, Peize Sun, Roman Rädle, Triantafyllos Afouras, Effrosyni Mavroudi, Katherine Xu, Tsung-Han Wu, Yu Zhou, Liliane Momeni, Rishi Hazra, Shuangrui Ding, Sagar Vaze, Francois

en

25:59

Reasoning via Video: The First Evaluation of Video...

Daily Paper Cast ·

2025/11/21

🤗 Upvotes: 66 | cs.CV, cs.AIAuthors: Cheng Yang, Haiyuan Wan, Yiran Peng, Xin Cheng, Zhaoyang Yu, Jiayi Zhang, Junchi Yu, Xinlei Yu, Xiawu Zheng, Dongzhan Zhou, Chenglin Wu Title: Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Arxiv: http://arxiv.org/abs/2511.15065v1 Abstract: Video Models have achieved remarkable

en

24:57

Kandinsky 5.0: A Family of Foundation Models for...

Daily Paper Cast ·

2025/11/21

🤗 Upvotes: 128 | cs.CV, cs.AI, cs.LG Authors: Vladimir Arkhipkin, Vladimir Korviakov, Nikolai Gerasimenko, Denis Parkhomenko, Viacheslav Vasilev, Alexey Letunovskiy, Maria Kovaleva, Nikolai Vaulin, Ivan Kirillov, Lev Novitskiy, Denis Koposov, Nikita Kiselev, Alexander Varlamov, Dmitrii Mikhailov, Vladimir Polovnikov, Andrey Shutkin, Ilya Vasiliev, Julia Agafonova, Anastasiia Kargapoltseva, Anna Dmitrienko, Anastasia Maltseva, Anna Averchenkova, Olga

en

22:40

What Does It Take to Be a Good AI Research Agent?...

Daily Paper Cast ·

2025/11/21

🤗 Upvotes: 47 | cs.AI Authors: Alexis Audran-Reiss, Jordi Armengol Estapé, Karen Hambardzumyan, Amar Budhiraja, Martin Josifoski, Edan Toledo, Rishi Hazra, Despoina Magka, Michael Shvartsman, Parth Pathak, Justine T Kao, Lucia Cipolina-Kun, Bhavul Gauri, Jean-Christophe Gagnon-Audet, Emanuel Tewolde, Jenny Zhang, Taco Cohen, Yossi Adi, Tatiana Shavrina, Yoram Bachrach Title: What Does It Take to Be a Good AI Research Agent

en

22:28

VisPlay: Self-Evolving Vision-Language Models from...

Daily Paper Cast ·

2025/11/21

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.CL, cs.LG Authors: Yicheng He, Chengsong Huang, Zongxia Li, Jiaxin Huang, Yonghui Yang Title: VisPlay: Self-Evolving Vision-Language Models from Images Arxiv: http://arxiv.org/abs/2511.15661v2 Abstract: Reinforcement learning (RL) provides a principled framework for improving Vision-Language Models (VLMs) on complex reasoning tasks. However,

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19:22

Instruction-Guided Lesion Segmentation for Chest...

Daily Paper Cast ·

2025/11/21

🤗 Upvotes: 23 | cs.CV Authors: Geon Choi, Hangyul Yoon, Hyunju Shin, Hyunki Park, Sang Hoon Seo, Eunho Yang, Edward Choi Title: Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset Arxiv: http://arxiv.org/abs/2511.15186v1 Abstract: The applicability of current lesion segmentation models for chest X-rays (CXRs) has been limited

en

1,967 results

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