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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

21:48

Vision Bridge Transformer at Scale

Daily Paper Cast ·

2025/12/02

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Zhenxiong Tan, Zeqing Wang, Xingyi Yang, Songhua Liu, Xinchao Wang Title: Vision Bridge Transformer at Scale Arxiv: http://arxiv.org/abs/2511.23199v1 Abstract: We introduce Vision Bridge Transformer (ViBT), a large-scale instantiation of Brownian Bridge Models designed for conditional generation. Unlike traditional diffusion models that

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21:10

DeepSeekMath-V2: Towards Self-Verifiable Mathematical...

Daily Paper Cast ·

2025/12/02

🤗 Upvotes: 25 | cs.AI, cs.CL Authors: Zhihong Shao, Yuxiang Luo, Chengda Lu, Z. Z. Ren, Jiewen Hu, Tian Ye, Zhibin Gou, Shirong Ma, Xiaokang Zhang Title: DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Arxiv: http://arxiv.org/abs/2511.22570v1 Abstract: Large language models have made significant progress in mathematical reasoning, which serves as an important

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20:55

Architecture Decoupling Is Not All You Need For...

Daily Paper Cast ·

2025/12/02

🤗 Upvotes: 23 | cs.CV Authors: Dian Zheng, Manyuan Zhang, Hongyu Li, Kai Zou, Hongbo Liu, Ziyu Guo, Kaituo Feng, Yexin Liu, Ying Luo, Yan Feng, Peng Pei, Xunliang Cai, Hongsheng Li Title: Architecture Decoupling Is Not All You Need For Unified Multimodal Model Arxiv: http://arxiv.org/abs/2511.22663v1 Abstract: Unified multimodal models for image generation and understanding

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24:48

Multimodal Evaluation of Russian-language Architectures

Daily Paper Cast ·

2025/11/28

🤗 Upvotes: 71 | cs.CL, cs.AI, cs.CVAuthors: Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov, Artem Safin, Maria Tikhonova, Alexander Kharitonov, Yulia Lyakh, Petr Surovtsev, Denis Shevelev, Vildan Saburov, Vasily Konovalov, Elisei Rykov, Ivan Sviridov, Amina Miftakhova, Ilseyar Alimova, Alexander Panchenko, Alexander Kapitanov, Alena Fenogenova Title: Multimodal Evaluation of Russian-language Architectures

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26:12

Latent Collaboration in Multi-Agent Systems

Daily Paper Cast ·

2025/11/28

🤗 Upvotes: 60 | cs.CL, cs.AI, cs.LG Authors: Jiaru Zou, Xiyuan Yang, Ruizhong Qiu, Gaotang Li, Katherine Tieu, Pan Lu, Ke Shen, Hanghang Tong, Yejin Choi, Jingrui He, James Zou, Mengdi Wang, Ling Yang Title: Latent Collaboration in Multi-Agent Systems Arxiv: http://arxiv.org/abs/2511.20639v1 Abstract: Multi-agent systems (MAS) extend large language models (LLMs) from independent

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18:26

Inferix: A Block-Diffusion based Next-Generation...

Daily Paper Cast ·

2025/11/28

🤗 Upvotes: 37 | cs.CV, cs.AI Authors: Inferix Team, Tianyu Feng, Yizeng Han, Jiahao He, Yuanyu He, Xi Lin, Teng Liu, Hanfeng Lu, Jiasheng Tang, Wei Wang, Zhiyuan Wang, Jichao Wu, Mingyang Yang, Yinghao Yu, Zeyu Zhang, Bohan Zhuang Title: Inferix: A Block-Diffusion based Next-Generation Inference Engine for World Simulation Arxiv: http://arxiv.org/abs/2511.20714v1 Abstract: World

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23:40

GigaEvo: An Open Source Optimization Framework...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 87 | cs.NE, cs.AI, cs.LGAuthors: Valentin Khrulkov, Andrey Galichin, Denis Bashkirov, Dmitry Vinichenko, Oleg Travkin, Roman Alferov, Andrey Kuznetsov, Ivan Oseledets Title: GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms Arxiv: http://arxiv.org/abs/2511.17592v1 Abstract: Recent advances in LLM-guided evolutionary computation,

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24:21

MedSAM3: Delving into Segment Anything with Medical...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 38 | cs.CV, cs.AI Authors: Anglin Liu, Rundong Xue, Xu R. Cao, Yifan Shen, Yi Lu, Xiang Li, Qianqian Chen, Jintai Chen Title: MedSAM3: Delving into Segment Anything with Medical Concepts Arxiv: http://arxiv.org/abs/2511.19046v1 Abstract: Medical image segmentation is fundamental for biomedical discovery. Existing methods lack generalizability and demand extensive,

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22:42

Agent0-VL: Exploring Self-Evolving Agent for...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 37 | cs.CV, cs.AI Authors: Jiaqi Liu, Kaiwen Xiong, Peng Xia, Yiyang Zhou, Haonian Ji, Lu Feng, Siwei Han, Mingyu Ding, Huaxiu Yao Title: Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning Arxiv: http://arxiv.org/abs/2511.19900v1 Abstract: Vision-language agents have achieved remarkable progress in a variety of multimodal reasoning

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19:11

SteadyDancer: Harmonized and Coherent Human Image...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 37 | cs.CV Authors: Jiaming Zhang, Shengming Cao, Rui Li, Xiaotong Zhao, Yutao Cui, Xinglin Hou, Gangshan Wu, Haolan Chen, Yu Xu, Limin Wang, Kai Ma Title: SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation Arxiv: http://arxiv.org/abs/2511.19320v1 Abstract: Preserving first-frame identity while ensuring precise motion control is

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25:05

iMontage: Unified, Versatile, Highly Dynamic...

Daily Paper Cast ·

2025/11/27

🤗 Upvotes: 28 | cs.CV Authors: Zhoujie Fu, Xianfang Zeng, Jinghong Lan, Xinyao Liao, Cheng Chen, Junyi Chen, Jiacheng Wei, Wei Cheng, Shiyu Liu, Yunuo Chen, Gang Yu, Guosheng Lin Title: iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generation Arxiv: http://arxiv.org/abs/2511.20635v1 Abstract: Pre-trained video models learn powerful priors for generating

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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,

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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

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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

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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

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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

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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

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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

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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

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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

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1,598 results

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