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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

19:41

Stabilizing Reinforcement Learning with LLMs:...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 56 | cs.LG, cs.AI, cs.CL Authors: Chujie Zheng, Kai Dang, Bowen Yu, Mingze Li, Huiqiang Jiang, Junrong Lin, Yuqiong Liu, Hao Lin, Chencan Wu, Feng Hu, An Yang, Jingren Zhou, Junyang Lin Title: Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Arxiv: http://arxiv.org/abs/2512.01374v2 Abstract: This paper proposes a novel formulation for

en

24:37

How Far Are We from Genuinely Useful Deep Research...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 44 | cs.CL Authors: Dingling Zhang, He Zhu, Jincheng Ren, Kangqi Song, Xinran Zhou, Boyu Feng, Shudong Liu, Jiabin Luo, Weihao Xie, Zhaohui Wang, Tianrui Qin, King Zhu, Yuqing Wang, Qianben Chen, Yuchen Eleanor Jiang, Wei Wang, Jiaheng Liu, Wangchunshu Zhou Title: How Far Are We from Genuinely Useful Deep Research Agents? Arxiv: http://arxiv.org/abs/2512.01948v1 Abstract:

en

22:15

What about gravity in video generation? Post-Training...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 41 | cs.CV Authors: Minh-Quan Le, Yuanzhi Zhu, Vicky Kalogeiton, Dimitris Samaras Title: What about gravity in video generation? Post-Training Newton's Laws with Verifiable Rewards Arxiv: http://arxiv.org/abs/2512.00425v1 Abstract: Recent video diffusion models can synthesize visually compelling clips, yet often violate basic physical laws-objects float, accelerations

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19:09

Infinity-RoPE: Action-Controllable Infinite Video...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 38 | cs.CV Authors: Hidir Yesiltepe, Tuna Han Salih Meral, Adil Kaan Akan, Kaan Oktay, Pinar Yanardag Title: Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout Arxiv: http://arxiv.org/abs/2511.20649v1 Abstract: Current autoregressive video diffusion models are constrained by three core bottlenecks: (i) the finite

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24:04

The Consistency Critic: Correcting Inconsistencies in...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 36 | cs.CV Authors: Ziheng Ouyang, Yiren Song, Yaoli Liu, Shihao Zhu, Qibin Hou, Ming-Ming Cheng, Mike Zheng Shou Title: The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignment Arxiv: http://arxiv.org/abs/2511.20614v1 Abstract: Previous works have explored various customized generation tasks given a reference

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24:58

TUNA: Taming Unified Visual Representations for...

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 33 | cs.CV Authors: Zhiheng Liu, Weiming Ren, Haozhe Liu, Zijian Zhou, Shoufa Chen, Haonan Qiu, Xiaoke Huang, Zhaochong An, Fanny Yang, Aditya Patel, Viktar Atliha, Tony Ng, Xiao Han, Chuyan Zhu, Chenyang Zhang, Ding Liu, Juan-Manuel Perez-Rua, Sen He, Jürgen Schmidhuber, Wenhu Chen, Ping Luo, Wei Liu, Tao Xiang, Jonas Schult, Yuren Cong Title: TUNA: Taming Unified Visual Representations for Native Unified Multimodal

en

22:37

LFM2 Technical Report

Daily Paper Cast ·

2025/12/03

🤗 Upvotes: 31 | cs.LG, cs.AI Authors: Alexander Amini, Anna Banaszak, Harold Benoit, Arthur Böök, Tarek Dakhran, Song Duong, Alfred Eng, Fernando Fernandes, Marc Härkönen, Anne Harrington, Ramin Hasani, Saniya Karwa, Yuri Khrustalev, Maxime Labonne, Mathias Lechner, Valentine Lechner, Simon Lee, Zetian Li, Noel Loo, Jacob Marks, Edoardo Mosca, Samuel J. Paech, Paul Pak, Rom N. Parnichkun, Alex Quach, Ryan Rogers, Daniela Rus, Nayan Saxena, Bettina

en

24:43

Z-Image: An Efficient Image Generation Foundation...

Daily Paper Cast ·

2025/12/02

🤗 Upvotes: 78 | cs.CV Authors: Z-Image Team, Huanqia Cai, Sihan Cao, Ruoyi Du, Peng Gao, Steven Hoi, Shijie Huang, Zhaohui Hou, Dengyang Jiang, Xin Jin, Liangchen Li, Zhen Li, Zhong-Yu Li, David Liu, Dongyang Liu, Junhan Shi, Qilong Wu, Feng Yu, Chi Zhang, Shifeng Zhang, Shilin Zhou Title: Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer Arxiv:

en

21:40

REASONEDIT: Towards Reasoning-Enhanced Image Editing...

Daily Paper Cast ·

2025/12/02

🤗 Upvotes: 40 | cs.CV Authors: Fukun Yin, Shiyu Liu, Yucheng Han, Zhibo Wang, Peng Xing, Rui Wang, Wei Cheng, Yingming Wang, Aojie Li, Zixin Yin, Pengtao Chen, Xiangyu Zhang, Daxin Jiang, Xianfang Zeng, Gang Yu Title: REASONEDIT: Towards Reasoning-Enhanced Image Editing Models Arxiv: http://arxiv.org/abs/2511.22625v1 Abstract: Recent advances in image editing models have shown

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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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1,967 results

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