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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

22:31

NitroGen: An Open Foundation Model for Generalist...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 22 | cs.CV, cs.AI, cs.LG Authors: Loïc Magne, Anas Awadalla, Guanzhi Wang, Yinzhen Xu, Joshua Belofsky, Fengyuan Hu, Joohwan Kim, Ludwig Schmidt, Georgia Gkioxari, Jan Kautz, Yisong Yue, Yejin Choi, Yuke Zhu, Linxi "Jim" Fan Title: NitroGen: An Open Foundation Model for Generalist Gaming Agents Arxiv: http://arxiv.org/abs/2601.02427v1 Abstract: We introduce NitroGen,

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22:58

Can LLMs Predict Their Own Failures? Self-Awareness...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 48 | cs.CLAuthors: Amirhosein Ghasemabadi, Di Niu Title: Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits Arxiv: http://arxiv.org/abs/2512.20578v2 Abstract: Large language models (LLMs) generate fluent and complex outputs but often fail to recognize their own mistakes and hallucinations. Existing approaches typically rely on external judges,

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26:55

NextFlow: Unified Sequential Modeling Activates...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 45 | cs.CV, cs.AI Authors: Huichao Zhang, Liao Qu, Yiheng Liu, Hang Chen, Yangyang Song, Yongsheng Dong, Shikun Sun, Xian Li, Xu Wang, Yi Jiang, Hu Ye, Bo Chen, Yiming Gao, Peng Liu, Akide Liu, Zhipeng Yang, Qili Deng, Linjie Xing, Jiyang Liu, Zhao Wang, Yang Zhou, Mingcong Liu, Yi Zhang, Qian He, Xiwei Hu, Zhongqi Qi, Jie Shao, Zhiye Fu, Shuai Wang, Fangmin Chen, Xuezhi Chai, Zhihua Wu, Yitong Wang, Zehuan Yuan, Daniel K. Du, Xinglong Wu

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23:47

DreamID-V:Bridging the Image-to-Video Gap for...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 36 | cs.CV Authors: Xu Guo, Fulong Ye, Xinghui Li, Pengqi Tu, Pengze Zhang, Qichao Sun, Songtao Zhao, Xiangwang Hou, Qian He Title: DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer Arxiv: http://arxiv.org/abs/2601.01425v1 Abstract: Video Face Swapping (VFS) requires seamlessly injecting a source identity into a target

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22:33

VAR RL Done Right: Tackling Asynchronous Policy...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 29 | cs.CV, cs.LG Authors: Shikun Sun, Liao Qu, Huichao Zhang, Yiheng Liu, Yangyang Song, Xian Li, Xu Wang, Yi Jiang, Daniel K. Du, Xinglong Wu, Jia Jia Title: VAR RL Done Right: Tackling Asynchronous Policy Conflicts in Visual Autoregressive Generation Arxiv: http://arxiv.org/abs/2601.02256v1 Abstract: Visual generation is dominated by three paradigms: AutoRegressive

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24:15

GARDO: Reinforcing Diffusion Models without Reward...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 23 | cs.LG, cs.AI, cs.CV Authors: Haoran He, Yuxiao Ye, Jie Liu, Jiajun Liang, Zhiyong Wang, Ziyang Yuan, Xintao Wang, Hangyu Mao, Pengfei Wan, Ling Pan Title: GARDO: Reinforcing Diffusion Models without Reward Hacking Arxiv: http://arxiv.org/abs/2512.24138v1 Abstract: Fine-tuning diffusion models via online reinforcement learning (RL) has shown great potential for

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25:57

InfiniteVGGT: Visual Geometry Grounded Transformer...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 22 | cs.CV Authors: Shuai Yuan, Yantai Yang, Xiaotian Yang, Xupeng Zhang, Zhonghao Zhao, Lingming Zhang, Zhipeng Zhang Title: InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams Arxiv: http://arxiv.org/abs/2601.02281v1 Abstract: The grand vision of enabling persistent, large-scale 3D visual geometry understanding is shackled by the irreconcilable

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23:53

VINO: A Unified Visual Generator with Interleaved...

Daily Paper Cast ·

2026/01/07

🤗 Upvotes: 22 | cs.CV Authors: Junyi Chen, Tong He, Zhoujie Fu, Pengfei Wan, Kun Gai, Weicai Ye Title: VINO: A Unified Visual Generator with Interleaved OmniModal Context Arxiv: http://arxiv.org/abs/2601.02358v1 Abstract: We present VINO, a unified visual generator that performs image and video generation and editing within a single framework. Instead of relying on task-specific

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23:23

Youtu-Agent: Scaling Agent Productivity with...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 88 | cs.AI Authors: Yuchen Shi, Yuzheng Cai, Siqi Cai, Zihan Xu, Lichao Chen, Yulei Qin, Zhijian Zhou, Xiang Fei, Chaofan Qiu, Xiaoyu Tan, Gang Li, Zongyi Li, Haojia Lin, Guocan Cai, Yong Mao, Yunsheng Wu, Ke Li, Xing Sun Title: Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization Arxiv: http://arxiv.org/abs/2512.24615v1 Abstract:

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22:46

NeoVerse: Enhancing 4D World Model with in-the-wild...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 86 | cs.CV Authors: Yuxue Yang, Lue Fan, Ziqi Shi, Junran Peng, Feng Wang, Zhaoxiang Zhang Title: NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos Arxiv: http://arxiv.org/abs/2601.00393v1 Abstract: In this paper, we propose NeoVerse, a versatile 4D world model that is capable of 4D reconstruction, novel-trajectory video generation, and rich

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22:58

Avatar Forcing: Real-Time Interactive Head Avatar...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 44 | cs.LG, cs.AI, cs.CV, cs.HC, cs.MM Authors: Taekyung Ki, Sangwon Jang, Jaehyeong Jo, Jaehong Yoon, Sung Ju Hwang Title: Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation Arxiv: http://arxiv.org/abs/2601.00664v1 Abstract: Talking head generation creates lifelike avatars from static portraits for virtual communication and content

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26:51

Taming Hallucinations: Boosting MLLMs' Video...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 38 | cs.CV, cs.AI Authors: Zhe Huang, Hao Wen, Aiming Hao, Bingze Song, Meiqi Wu, Jiahong Wu, Xiangxiang Chu, Sheng Lu, Haoqian Wang Title: Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Arxiv: http://arxiv.org/abs/2512.24271v1 Abstract: Multimodal Large Language Models (MLLMs) have made remarkable progress in video

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27:56

SenseNova-MARS: Empowering Multimodal Agentic...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 30 | cs.CV Authors: Yong Xien Chng, Tao Hu, Wenwen Tong, Xueheng Li, Jiandong Chen, Haojia Yu, Jiefan Lu, Hewei Guo, Hanming Deng, Chengjun Xie, Gao Huang, Dahua Lin, Lewei Lu Title: SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning Arxiv: http://arxiv.org/abs/2512.24330v1 Abstract: While Vision-Language Models (VLMs) can

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20:34

Deep Delta Learning

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 22 | cs.LG, cs.AI, cs.CL, cs.CV Authors: Yifan Zhang, Yifeng Liu, Mengdi Wang, Quanquan Gu Title: Deep Delta Learning Arxiv: http://arxiv.org/abs/2601.00417v1 Abstract: The efficacy of deep residual networks is fundamentally predicated on the identity shortcut connection. While this mechanism effectively mitigates the vanishing gradient problem, it imposes a strictly

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23:09

AdaGaR: Adaptive Gabor Representation for Dynamic...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 22 | cs.CV Authors: Jiewen Chan, Zhenjun Zhao, Yu-Lun Liu Title: AdaGaR: Adaptive Gabor Representation for Dynamic Scene Reconstruction Arxiv: http://arxiv.org/abs/2601.00796v1 Abstract: Reconstructing dynamic 3D scenes from monocular videos requires simultaneously capturing high-frequency appearance details and temporally continuous motion. Existing methods using

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23:45

Nested Learning: The Illusion of Deep Learning...

Daily Paper Cast ·

2026/01/06

🤗 Upvotes: 22 | cs.LG, cs.AI Authors: Ali Behrouz, Meisam Razaviyayn, Peilin Zhong, Vahab Mirrokni Title: Nested Learning: The Illusion of Deep Learning Architectures Arxiv: http://arxiv.org/abs/2512.24695v1 Abstract: Despite the recent progresses, particularly in developing Language Models, there are fundamental challenges and unanswered questions about how such models can

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22:36

Improving Multi-step RAG with Hypergraph-based Memory...

Daily Paper Cast ·

2026/01/03

🤗 Upvotes: 44 | cs.CL, cs.AI, cs.LGAuthors: Chulun Zhou, Chunkang Zhang, Guoxin Yu, Fandong Meng, Jie Zhou, Wai Lam, Mo Yu Title: Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Arxiv: http://arxiv.org/abs/2512.23959v1 Abstract: Multi-step retrieval-augmented generation (RAG) has become a widely adopted strategy for enhancing

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25:22

Dynamic Large Concept Models: Latent Reasoning in an...

Daily Paper Cast ·

2026/01/03

🤗 Upvotes: 25 | cs.LG, cs.AI Authors: Xingwei Qu, Shaowen Wang, Zihao Huang, Kai Hua, Fan Yin, Rui-Jie Zhu, Jundong Zhou, Qiyang Min, Zihao Wang, Yizhi Li, Tianyu Zhang, He Xing, Zheng Zhang, Yuxuan Song, Tianyu Zheng, Zhiyuan Zeng, Chenghua Lin, Ge Zhang, Wenhao Huang Title: Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Arxiv: http://arxiv.org/abs/2512.24617v1

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20:57

mHC: Manifold-Constrained Hyper-Connections

Daily Paper Cast ·

2026/01/02

🤗 Upvotes: 73 | cs.CL, cs.AI, cs.LGAuthors: Zhenda Xie, Yixuan Wei, Huanqi Cao, Chenggang Zhao, Chengqi Deng, Jiashi Li, Damai Dai, Huazuo Gao, Jiang Chang, Liang Zhao, Shangyan Zhou, Zhean Xu, Zhengyan Zhang, Wangding Zeng, Shengding Hu, Yuqing Wang, Jingyang Yuan, Lean Wang, Wenfeng Liang Title: mHC: Manifold-Constrained Hyper-Connections Arxiv: http://arxiv.org/abs/2512.24880v1

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28:35

Youtu-LLM: Unlocking the Native Agentic Potential for...

Daily Paper Cast ·

2026/01/02

🤗 Upvotes: 45 | cs.CL Authors: Junru Lu, Jiarui Qin, Lingfeng Qiao, Yinghui Li, Xinyi Dai, Bo Ke, Jianfeng He, Ruizhi Qiao, Di Yin, Xing Sun, Yunsheng Wu, Yinsong Liu, Shuangyin Liu, Mingkong Tang, Haodong Lin, Jiayi Kuang, Fanxu Meng, Xiaojuan Tang, Yunjia Xi, Junjie Huang, Haotong Yang, Zhenyi Shen, Yangning Li, Qianwen Zhang, Yifei Yu, Siyu An, Junnan Dong, Qiufeng Wang, Jie Wang, Keyu Chen, Wei Wen, Taian Guo, Zhifeng Shen, Daohai Yu, Jiahao Li, Ke

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1,803 results

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