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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

22:07

InfiniDepth: Arbitrary-Resolution and Fine-Grained...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 73 | cs.CVAuthors: Hao Yu, Haotong Lin, Jiawei Wang, Jiaxin Li, Yida Wang, Xueyang Zhang, Yue Wang, Xiaowei Zhou, Ruizhen Hu, Sida Peng Title: InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields Arxiv: http://arxiv.org/abs/2601.03252v1 Abstract: Existing depth estimation methods are fundamentally limited to predicting depth

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22:27

LTX-2: Efficient Joint Audio-Visual Foundation Model

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 47 | cs.CV Authors: Yoav HaCohen, Benny Brazowski, Nisan Chiprut, Yaki Bitterman, Andrew Kvochko, Avishai Berkowitz, Daniel Shalem, Daphna Lifschitz, Dudu Moshe, Eitan Porat, Eitan Richardson, Guy Shiran, Itay Chachy, Jonathan Chetboun, Michael Finkelson, Michael Kupchick, Nir Zabari, Nitzan Guetta, Noa Kotler, Ofir Bibi, Ori Gordon, Poriya Panet, Roi Benita, Shahar Armon, Victor Kulikov, Yaron Inger, Yonatan Shiftan, Zeev Melumian, Zeev

en

26:58

MOSS Transcribe Diarize: Accurate Transcription with...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 46 | cs.SD, cs.AI, eess.AS Authors: MOSI. AI, Donghua Yu, Zhengyuan Lin, Chen Yang, Yiyang Zhang, Hanfu Chen, Jingqi Chen, Ke Chen, Liwei Fan, Yi Jiang, Jie Zhu, Muchen Li, Wenxuan Wang, Yang Wang, Zhe Xu, Yitian Gong, Yuqian Zhang, Wenbo Zhang, Zhaoye Fei, Qinyuan Cheng, Shimin Li, Xipeng Qiu Title: MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization Arxiv:

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28:03

SciEvalKit: An Open-source Evaluation Toolkit for...

Daily Paper Cast ·

2026/01/08

🤗 Upvotes: 28 | cs.AI, cs.CL Authors: Yiheng Wang, Yixin Chen, Shuo Li, Yifan Zhou, Bo Liu, Hengjian Gao, Jiakang Yuan, Jia Bu, Wanghan Xu, Yuhao Zhou, Xiangyu Zhao, Zhiwang Zhou, Fengxiang Wang, Haodong Duan, Songyang Zhang, Jun Yao, Han Deng, Yizhou Wang, Jiabei Xiao, Jiaqi Liu, Encheng Su, Yujie Liu, Weida Wang, Junchi Yao, Shenghe Zheng, Haoran Sun, Runmin Ma, Xiangchao Yan, Bo Zhang, Dongzhan Zhou, Shufei Zhang, Peng Ye, Xiaosong Wang, Shixiang

en

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

en

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

en

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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1,967 results

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