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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

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

en

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

en

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

en

22:14

WildWorld: A Large-Scale Dataset for Dynamic World...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 69 | cs.CV Authors: Zhen Li, Zian Meng, Shuwei Shi, Wenshuo Peng, Yuwei Wu, Bo Zheng, Chuanhao Li, Kaipeng Zhang Title: WildWorld: A Large-Scale Dataset for Dynamic World Modeling with Actions and Explicit State toward Generative ARPG Arxiv: http://arxiv.org/abs/2603.23497v1 Abstract: Dynamical systems theory and reinforcement learning view world evolution as

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27:57

From Static Templates to Dynamic Runtime Graphs: A...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 43 | cs.AI, cs.CL Authors: Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko, Dhaval Patel, Shuxin Lin, Nianjun Zhou, Jianxi Gao, Pin-Yu Chen, Shaowu Pan Title: From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents Arxiv: http://arxiv.org/abs/2603.22386v1 Abstract: Large language model (LLM)-based systems are becoming increasingly

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21:53

SpecEyes: Accelerating Agentic Multimodal LLMs via...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 43 | cs.CV, cs.CL Authors: Haoyu Huang, Jinfa Huang, Zhongwei Wan, Xiawu Zheng, Rongrong Ji, Jiebo Luo Title: SpecEyes: Accelerating Agentic Multimodal LLMs via Speculative Perception and Planning Arxiv: http://arxiv.org/abs/2603.23483v1 Abstract: Agentic multimodal large language models (MLLMs) (e.g., OpenAI o3 and Gemini Agentic Vision) achieve remarkable reasoning

en

22:20

PEARL: Personalized Streaming Video Understanding Model

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 36 | cs.CV, cs.AI, cs.IR Authors: Yuanhong Zheng, Ruichuan An, Xiaopeng Lin, Yuxing Liu, Sihan Yang, Huanyu Zhang, Haodong Li, Qintong Zhang, Renrui Zhang, Guopeng Li, Yifan Zhang, Yuheng Li, Wentao Zhang Title: PEARL: Personalized Streaming Video Understanding Model Arxiv: http://arxiv.org/abs/2603.20422v1 Abstract: Human cognition of new concepts is inherently a

en

20:42

DA-Flow: Degradation-Aware Optical Flow Estimation...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 36 | cs.CV Authors: Jaewon Min, Jaeeun Lee, Yeji Choi, Paul Hyunbin Cho, Jin Hyeon Kim, Tae-Young Lee, Jongsik Ahn, Hwayeong Lee, Seonghyun Park, Seungryong Kim Title: DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models Arxiv: http://arxiv.org/abs/2603.23499v1 Abstract: Optical flow models trained on high-quality data often degrade severely when

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23:43

SIMART: Decomposing Monolithic Meshes into Sim-ready...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 33 | cs.CV, cs.GR, cs.RO Authors: Chuanrui Zhang, Minghan Qin, Yuang Wang, Baifeng Xie, Hang Li, Ziwei Wang Title: SIMART: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM Arxiv: http://arxiv.org/abs/2603.23386v1 Abstract: High-quality articulated 3D assets are indispensable for embodied AI and physical simulation, yet 3D generation still

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20:15

UniGRPO: Unified Policy Optimization for...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 30 | cs.CV Authors: Jie Liu, Zilyu Ye, Linxiao Yuan, Shenhan Zhu, Yu Gao, Jie Wu, Kunchang Li, Xionghui Wang, Xiaonan Nie, Weilin Huang, Wanli Ouyang Title: UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation Arxiv: http://arxiv.org/abs/2603.23500v1 Abstract: Unified models capable of interleaved generation have emerged as a promising paradigm,

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22:32

RealMaster: Lifting Rendered Scenes into...

Daily Paper Cast ·

2026/03/26

🤗 Upvotes: 23 | cs.CV Authors: Dana Cohen-Bar, Ido Sobol, Raphael Bensadoun, Shelly Sheynin, Oran Gafni, Or Patashnik, Daniel Cohen-Or, Amit Zohar Title: RealMaster: Lifting Rendered Scenes into Photorealistic Video Arxiv: http://arxiv.org/abs/2603.23462v1 Abstract: State-of-the-art video generation models produce remarkable photorealism, but they lack the precise control

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23:04

Omni-WorldBench: Towards a Comprehensive...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 110 | cs.CVAuthors: Meiqi Wu, Zhixin Cai, Fufangchen Zhao, Xiaokun Feng, Rujing Dang, Bingze Song, Ruitian Tian, Jiashu Zhu, Jiachen Lei, Hao Dou, Jing Tang, Lei Sun, Jiahong Wu, Xiangxiang Chu, Zeming Liu, Kaiqi Huang Title: Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models Arxiv: http://arxiv.org/abs/2603.22212v1 Abstract:

en

22:55

Speed by Simplicity: A Single-Stream Architecture for...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 90 | cs.CV Authors: SII-GAIR, Sand. ai, :, Ethan Chern, Hansi Teng, Hanwen Sun, Hao Wang, Hong Pan, Hongyu Jia, Jiadi Su, Jin Li, Junjie Yu, Lijie Liu, Lingzhi Li, Lyumanshan Ye, Min Hu, Qiangang Wang, Quanwei Qi, Steffi Chern, Tao Bu, Taoran Wang, Teren Xu, Tianning Zhang, Tiantian Mi, Weixian Xu, Wenqiang Zhang, Wentai Zhang, Xianping Yi, Xiaojie Cai, Xiaoyang Kang, Yan Ma, Yixiu Liu, Yunbo Zhang, Yunpeng Huang, Yutong Lin, Zewei Tao,

en

22:54

LongCat-Flash-Prover: Advancing Native Formal...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 63 | cs.AI, cs.CL Authors: Jianing Wang, Jianfei Zhang, Qi Guo, Linsen Guo, Rumei Li, Chao Zhang, Chong Peng, Cunguang Wang, Dengchang Zhao, Jiarong Shi, Jingang Wang, Liulin Feng, Mengxia Shen, Qi Li, Shengnan An, Shun Wang, Wei Shi, Xiangyu Xi, Xiaoyu Li, Xuezhi Cao, Yi Lu, Yunke Zhao, Zhengyu Chen, Zhimin Lin, Wei Wang, Peng Pei, Xunliang Cai Title: LongCat-Flash-Prover: Advancing Native Formal Reasoning via

en

26:12

Look Where It Matters: High-Resolution Crops...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 60 | cs.CV, cs.AI Authors: Nimrod Shabtay, Moshe Kimhi, Artem Spector, Sivan Haray, Ehud Rivlin, Chaim Baskin, Raja Giryes, Eli Schwartz Title: Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs Arxiv: http://arxiv.org/abs/2603.16932v1 Abstract: Vision-language models (VLMs) typically process images at a native high-resolution, forcing a

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1,688 results

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