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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

23:55

FIPO: Eliciting Deep Reasoning with Future-KL...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 293 | cs.LGAuthors: Chiyu Ma, Shuo Yang, Kexin Huang, Jinda Lu, Haoming Meng, Shangshang Wang, Bolin Ding, Soroush Vosoughi, Guoyin Wang, Jingren Zhou Title: FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Arxiv: http://arxiv.org/abs/2603.19835v3 Abstract: We present Future-KL Influenced Policy Optimization (FIPO), a reinforcement

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28:20

CARLA-Air: Fly Drones Inside a CARLA World -- A...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 230 | cs.RO, cs.AI, cs.CV, cs.HC Authors: Tianle Zeng, Hanxuan Chen, Yanci Wen, Hong Zhang Title: CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence Arxiv: http://arxiv.org/abs/2603.28032v1 Abstract: The convergence of low-altitude economies, embodied intelligence, and air-ground cooperative systems creates

en

23:25

LongCat-Next: Lexicalizing Modalities as Discrete Tokens

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 118 | cs.CV, cs.CL Authors: Meituan LongCat Team, Bin Xiao, Chao Wang, Chengjiang Li, Chi Zhang, Chong Peng, Hang Yu, Hao Yang, Haonan Yan, Haoze Sun, Haozhe Zhao, Hong Liu, Hui Su, Jiaqi Zhang, Jiawei Wang, Jing Li, Kefeng Zhang, Manyuan Zhang, Minhao Jing, Peng Pei, Quan Chen, Taofeng Xue, Tongxin Pan, Xiaotong Li, Xiaoyang Li, Xiaoyu Zhao, Xing Hu, Xinyang Lin, Xunliang Cai, Yan Bai, Yan Feng, Yanjie Li, Yao Qiu, Yerui Sun, Yifan Lu, Ying

en

23:44

Lingshu-Cell: A generative cellular world model for...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 73 | q-bio.QM, cs.AI, q-bio.GN Authors: Han Zhang, Guo-Hua Yuan, Chaohao Yuan, Tingyang Xu, Tian Bian, Hong Cheng, Wenbing Huang, Deli Zhao, Yu Rong Title: Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells Arxiv: http://arxiv.org/abs/2603.25240v1 Abstract: Modeling cellular states and predicting their responses to

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22:21

GEMS: Agent-Native Multimodal Generation with Memory...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 63 | cs.CV Authors: Zefeng He, Siyuan Huang, Xiaoye Qu, Yafu Li, Tong Zhu, Yu Cheng, Yang Yang Title: GEMS: Agent-Native Multimodal Generation with Memory and Skills Arxiv: http://arxiv.org/abs/2603.28088v1 Abstract: Recent multimodal generation models have achieved remarkable progress on general-purpose generation tasks, yet continue to struggle with complex

en

23:58

Project Imaging-X: A Survey of 1000+ Open-Access...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 48 | cs.CV, cs.AI Authors: Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun

en

22:52

VGGRPO: Towards World-Consistent Video Generation...

Daily Paper Cast ·

2026/04/02

🤗 Upvotes: 44 | cs.CV Authors: Zhaochong An, Orest Kupyn, Théo Uscidda, Andrea Colaco, Karan Ahuja, Serge Belongie, Mar Gonzalez-Franco, Marta Tintore Gazulla Title: VGGRPO: Towards World-Consistent Video Generation with 4D Latent Reward Arxiv: http://arxiv.org/abs/2603.26599v1 Abstract: Large-scale video diffusion models achieve impressive visual quality, yet often fail to

en

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:

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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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1,967 results

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