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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

22:56

Unify-Agent: A Unified Multimodal Agent for...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 33 | cs.CV, cs.MM Authors: Shuang Chen, Quanxin Shou, Hangting Chen, Yucheng Zhou, Kaituo Feng, Wenbo Hu, Yi-Fan Zhang, Yunlong Lin, Wenxuan Huang, Mingyang Song, Dasen Dai, Bolin Jiang, Manyuan Zhang, Shi-Xue Zhang, Zhengkai Jiang, Lucas Wang, Zhao Zhong, Yu Cheng, Nanyun Peng Title: Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis Arxiv:

en

22:22

CutClaw: Agentic Hours-Long Video Editing via Music...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 32 | cs.CV Authors: Shifang Zhao, Yihan Hu, Ying Shan, Yunchao Wei, Xiaodong Cun Title: CutClaw: Agentic Hours-Long Video Editing via Music Synchronization Arxiv: http://arxiv.org/abs/2603.29664v1 Abstract: Editing the video content with audio alignment forms a digital human-made art in current social media. However, the time-consuming and repetitive nature of manual

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25:37

daVinci-LLM:Towards the Science of Pretraining

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 24 | cs.AI, cs.CL Authors: Yiwei Qin, Yixiu Liu, Tiantian Mi, Muhang Xie, Zhen Huang, Weiye Si, Pengrui Lu, Siyuan Feng, Xia Wu, Liming Liu, Ye Luo, Jinlong Hou, Qipeng Guo, Yu Qiao, Pengfei Liu Title: daVinci-LLM:Towards the Science of Pretraining Arxiv: http://arxiv.org/abs/2603.27164v1 Abstract: The foundational pretraining phase determines a model's capability

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22:18

TAPS: Task Aware Proposal Distributions for...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 118 | cs.CL, cs.AIAuthors: Mohamad Zbib, Mohamad Bazzi, Ammar Mohanna, Hasan Abed Al Kader Hammoud, Bernard Ghanem Title: TAPS: Task Aware Proposal Distributions for Speculative Sampling Arxiv: http://arxiv.org/abs/2603.27027v1 Abstract: Speculative decoding accelerates autoregressive generation by letting a lightweight draft model propose future tokens that a larger

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24:49

Towards a Medical AI Scientist

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 65 | cs.AI, cs.LG Authors: Hongtao Wu, Boyun Zheng, Dingjie Song, Yu Jiang, Jianfeng Gao, Lei Xing, Lichao Sun, Yixuan Yuan Title: Towards a Medical AI Scientist Arxiv: http://arxiv.org/abs/2603.28589v1 Abstract: Autonomous systems that generate scientific hypotheses, conduct experiments, and draft manuscripts have recently emerged as a promising paradigm for

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26:21

Gen-Searcher: Reinforcing Agentic Search for Image...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 45 | cs.CV Authors: Kaituo Feng, Manyuan Zhang, Shuang Chen, Yunlong Lin, Kaixuan Fan, Yilei Jiang, Hongyu Li, Dian Zheng, Chenyang Wang, Xiangyu Yue Title: Gen-Searcher: Reinforcing Agentic Search for Image Generation Arxiv: http://arxiv.org/abs/2603.28767v1 Abstract: Recent image generation models have shown strong capabilities in generating high-fidelity and

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22:19

Emergent Social Intelligence Risks in Generative...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 41 | cs.MA, cs.CL, cs.CY Authors: Yue Huang, Yu Jiang, Wenjie Wang, Haomin Zhuang, Xiaonan Luo, Yuchen Ma, Zhangchen Xu, Zichen Chen, Nuno Moniz, Zinan Lin, Pin-Yu Chen, Nitesh V Chawla, Nouha Dziri, Huan Sun, Xiangliang Zhang Title: Emergent Social Intelligence Risks in Generative Multi-Agent Systems Arxiv: http://arxiv.org/abs/2603.27771v1 Abstract: Multi-agent

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24:01

EpochX: Building the Infrastructure for an Emergent...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 40 | cs.AI, cs.MA Authors: Huacan Wang, Chaofa Yuan, Xialie Zhuang, Tu Hu, Shuo Zhang, Jun Han, Shi Wei, Daiqiang Li, Jingping Liu, Kunyi Wang, Zihan Yin, Zhenheng Tang, Andy Wang, Henry Peng Zou, Philip S. Yu, Sen Hu, Qizhen Lan, Ronghao Chen Title: EpochX: Building the Infrastructure for an Emergent Agent Civilization Arxiv: http://arxiv.org/abs/2603.27304v1 Abstract:

en

22:13

On Token's Dilemma: Dynamic MoE with Drift-Aware...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 30 | cs.LG, cs.AI Authors: Chongyang Zhao, Mingsong Li, Haodong Lu, Dong Gong Title: On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models Arxiv: http://arxiv.org/abs/2603.27481v1 Abstract: Multimodal Continual Instruction Tuning aims to continually enhance Large Vision Language Models (LVLMs) by

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21:38

GEditBench v2: A Human-Aligned Benchmark for General...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 27 | cs.CV Authors: Zhangqi Jiang, Zheng Sun, Xianfang Zeng, Yufeng Yang, Xuanyang Zhang, Yongliang Wu, Wei Cheng, Gang Yu, Xu Yang, Bihan Wen Title: GEditBench v2: A Human-Aligned Benchmark for General Image Editing Arxiv: http://arxiv.org/abs/2603.28547v1 Abstract: Recent advances in image editing have enabled models to handle complex instructions with impressive

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25:26

Make Geometry Matter for Spatial Reasoning

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 25 | cs.CV, cs.AI Authors: Shihua Zhang, Qiuhong Shen, Shizun Wang, Tianbo Pan, Xinchao Wang Title: Make Geometry Matter for Spatial Reasoning Arxiv: http://arxiv.org/abs/2603.26639v1 Abstract: Empowered by large-scale training, vision-language models (VLMs) achieve strong image and video understanding, yet their ability to perform spatial reasoning in both static

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24:01

PRBench: End-to-end Paper Reproduction in Physics...

Daily Paper Cast ·

2026/04/01

🤗 Upvotes: 23 | cs.CL, hep-lat, hep-ph, physics.comp-ph, physics.optics Authors: Shi Qiu, Junyi Deng, Yiwei Deng, Haoran Dong, Jieyu Fu, Mao Li, Zeyu Li, Zhaolong Zhang, Huiwen Zheng, Leidong Bao, Anqi Lv, Zihan Mo, Yadi Niu, Yiyang Peng, Yu Tian, Yili Wang, Ziyu Wang, Zi-Yu Wang, Jiashen Wei, Liuheng Wu, Aoran Xue, Leyi Yang, Guanglu Yuan, Xiarui Zhan, Jingjun Zhang, Zifan Zheng, Pengfei Liu, Linrui Zhen, Kaiyang Li, Qichang Li, Ziheng Zhou, Guo-En

en

27:52

PixelSmile: Toward Fine-Grained Facial Expression...

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 100 | cs.CV, cs.AIAuthors: Jiabin Hua, Hengyuan Xu, Aojie Li, Wei Cheng, Gang Yu, Xingjun Ma, Yu-Gang Jiang Title: PixelSmile: Toward Fine-Grained Facial Expression Editing Arxiv: http://arxiv.org/abs/2603.25728v1 Abstract: Fine-grained facial expression editing has long been limited by intrinsic semantic overlap. To address this, we construct the Flex Facial

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25:01

Intern-S1-Pro: Scientific Multimodal Foundation Model...

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 90 | cs.LG, cs.CL, cs.CV Authors: Yicheng Zou, Dongsheng Zhu, Lin Zhu, Tong Zhu, Yunhua Zhou, Peiheng Zhou, Xinyu Zhou, Dongzhan Zhou, Zhiwang Zhou, Yuhao Zhou, Bowen Zhou, Zhanping Zhong, Zhijie Zhong, Haiteng Zhao, Penghao Zhao, Xiaomeng Zhao, Zhiyuan Zhao, Yechen Zhang, Jin Zhang, Wenwei Zhang, Hongjie Zhang, Zhuo Zhang, Wenlong Zhang, Bo Zhang, Chao Zhang, Chen Zhang, Yuhang Zang, Fei Yuan, Jiakang Yuan, Jiashuo Yu, Jinhui Yin, Haochen

en

22:30

Calibri: Enhancing Diffusion Transformers via...

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 40 | cs.CV Authors: Danil Tokhchukov, Aysel Mirzoeva, Andrey Kuznetsov, Konstantin Sobolev Title: Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration Arxiv: http://arxiv.org/abs/2603.24800v1 Abstract: In this paper, we uncover the hidden potential of Diffusion Transformers (DiTs) to significantly enhance generative tasks. Through an in-depth

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21:32

RealRestorer: Towards Generalizable Real-World Image...

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 39 | cs.CV Authors: Yufeng Yang, Xianfang Zeng, Zhangqi Jiang, Fukun Yin, Jianzhuang Liu, Wei Cheng, jinghong lan, Shiyu Liu, Yuqi Peng, Gang YU, Shifeng Chen Title: RealRestorer: Towards Generalizable Real-World Image Restoration with Large-Scale Image Editing Models Arxiv: http://arxiv.org/abs/2603.25502v1 Abstract: Image restoration under real-world degradations is

en

22:23

MACRO: Advancing Multi-Reference Image Generation...

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 26 | cs.CV Authors: Zhekai Chen, Yuqing Wang, Manyuan Zhang, Xihui Liu Title: MACRO: Advancing Multi-Reference Image Generation with Structured Long-Context Data Arxiv: http://arxiv.org/abs/2603.25319v1 Abstract: Generating images conditioned on multiple visual references is critical for real-world applications such as multi-subject composition, narrative

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29:09

Voxtral TTS

Daily Paper Cast ·

2026/03/28

🤗 Upvotes: 24 | cs.AI Authors: Alexander H. Liu, Alexis Tacnet, Andy Ehrenberg, Andy Lo, Chen-Yo Sun, Guillaume Lample, Henry Lagarde, Jean-Malo Delignon, Jaeyoung Kim, John Harvill, Khyathi Raghavi Chandu, Lorenzo Signoretti, Margaret Jennings, Patrick von Platen, Pavankumar Reddy Muddireddy, Rohin Arora, Sanchit Gandhi, Samuel Humeau, Soham Ghosh, Srijan Mishra, Van Phung, Abdelaziz Bounhar, Abhinav Rastogi, Adrien Sadé, Alan Jeffares, Albert Jiang,

en

24:50

Why Does Self-Distillation (Sometimes) Degrade the...

Daily Paper Cast ·

2026/03/27

🤗 Upvotes: 27 | cs.CL, cs.LGAuthors: Jeonghye Kim, Xufang Luo, Minbeom Kim, Sangmook Lee, Dohyung Kim, Jiwon Jeon, Dongsheng Li, Yuqing Yang Title: Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? Arxiv: http://arxiv.org/abs/2603.24472v1 Abstract: Self-distillation has emerged as an effective post-training paradigm for LLMs, often improving

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24:06

MinerU-Diffusion: Rethinking Document OCR as Inverse...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 112 | cs.CVAuthors: Hejun Dong, Junbo Niu, Bin Wang, Weijun Zeng, Wentao Zhang, Conghui He Title: MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding Arxiv: http://arxiv.org/abs/2603.22458v1 Abstract: Optical character recognition (OCR) has evolved from line-level transcription to structured document parsing, requiring models to

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1,800 results

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