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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

20:44

ProactiveBench: Benchmarking Proactiveness in...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 30 | cs.CV Authors: Thomas De Min, Subhankar Roy, Stéphane Lathuilière, Elisa Ricci, Massimiliano Mancini Title: ProactiveBench: Benchmarking Proactiveness in Multimodal Large Language Models Arxiv: http://arxiv.org/abs/2603.19466v1 Abstract: Effective collaboration begins with knowing when to ask for help. For example, when trying to identify an occluded object, a

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26:02

FlowScene: Style-Consistent Indoor Scene Generation...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 26 | cs.CV Authors: Zhifei Yang, Guangyao Zhai, Keyang Lu, YuYang Yin, Chao Zhang, Zhen Xiao, Jieyi Long, Nassir Navab, Yikai Wang Title: FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow Arxiv: http://arxiv.org/abs/2603.19598v1 Abstract: Scene generation has extensive industrial applications, demanding both high realism and

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26:08

The $\mathbf{Y}$-Combinator for LLMs: Solving...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 25 | cs.LG, cs.AI Authors: Amartya Roy, Rasul Tutunov, Xiaotong Ji, Matthieu Zimmer, Haitham Bou-Ammar Title: The $\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $λ$-Calculus Arxiv: http://arxiv.org/abs/2603.20105v1 Abstract: LLMs are increasingly used as general-purpose reasoners, but long inputs remain bottlenecked by a fixed context window

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22:17

LumosX: Relate Any Identities with Their Attributes...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 21 | cs.CV, cs.AI Authors: Jiazheng Xing, Fei Du, Hangjie Yuan, Pengwei Liu, Hongbin Xu, Hai Ci, Ruigang Niu, Weihua Chen, Fan Wang, Yong Liu Title: LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation Arxiv: http://arxiv.org/abs/2603.20192v1 Abstract: Recent advances in diffusion models have significantly improved text-to-video

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24:00

Hyperagents

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 21 | cs.AI Authors: Jenny Zhang, Bingchen Zhao, Wannan Yang, Jakob Foerster, Jeff Clune, Minqi Jiang, Sam Devlin, Tatiana Shavrina Title: Hyperagents Arxiv: http://arxiv.org/abs/2603.19461v1 Abstract: Self-improving AI systems aim to reduce reliance on human engineering by learning to improve their own learning and problem-solving processes. Existing approaches to

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23:56

Generation Models Know Space: Unleashing Implicit 3D...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 63 | cs.CV, cs.ROAuthors: Xianjin Wu, Dingkang Liang, Tianrui Feng, Kui Xia, Yumeng Zhang, Xiaofan Li, Xiao Tan, Xiang Bai Title: Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding Arxiv: http://arxiv.org/abs/2603.19235v1 Abstract: While Multimodal Large Language Models demonstrate impressive semantic capabilities, they often suffer

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27:08

SAMA: Factorized Semantic Anchoring and Motion...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 56 | cs.CV Authors: Xinyao Zhang, Wenkai Dong, Yuxin Song, Bo Fang, Qi Zhang, Jing Wang, Fan Chen, Hui Zhang, Haocheng Feng, Yu Lu, Hang Zhou, Chun Yuan, Jingdong Wang Title: SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing Arxiv: http://arxiv.org/abs/2603.19228v1 Abstract: Current instruction-guided video editing models

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22:35

FASTER: Rethinking Real-Time Flow VLAs

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 41 | cs.RO, cs.CV Authors: Yuxiang Lu, Zhe Liu, Xianzhe Fan, Zhenya Yang, Jinghua Hou, Junyi Li, Kaixin Ding, Hengshuang Zhao Title: FASTER: Rethinking Real-Time Flow VLAs Arxiv: http://arxiv.org/abs/2603.19199v1 Abstract: Real-time execution is crucial for deploying Vision-Language-Action (VLA) models in the physical world. Existing asynchronous inference methods

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21:19

3DreamBooth: High-Fidelity 3D Subject-Driven Video...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 40 | cs.CV Authors: Hyun-kyu Ko, Jihyeon Park, Younghyun Kim, Dongheok Park, Eunbyung Park Title: 3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model Arxiv: http://arxiv.org/abs/2603.18524v1 Abstract: Creating dynamic, view-consistent videos of customized subjects is highly sought after for a wide range of emerging applications, including immersive

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23:48

Bridging Semantic and Kinematic Conditions with...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 34 | cs.CV Authors: Chenyang Gu, Mingyuan Zhang, Haozhe Xie, Zhongang Cai, Lei Yang, Ziwei Liu Title: Bridging Semantic and Kinematic Conditions with Diffusion-based Discrete Motion Tokenizer Arxiv: http://arxiv.org/abs/2603.19227v1 Abstract: Prior motion generation largely follows two paradigms: continuous diffusion models that excel at kinematic control, and

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22:52

MonoArt: Progressive Structural Reasoning for...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 28 | cs.CV Authors: Haitian Li, Haozhe Xie, Junxiang Xu, Beichen Wen, Fangzhou Hong, Ziwei Liu Title: MonoArt: Progressive Structural Reasoning for Monocular Articulated 3D Reconstruction Arxiv: http://arxiv.org/abs/2603.19231v1 Abstract: Reconstructing articulated 3D objects from a single image requires jointly inferring object geometry, part structure, and motion

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22:57

Nemotron-Cascade 2: Post-Training LLMs with Cascade...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 28 | cs.CL, cs.AI, cs.LG Authors: Zhuolin Yang, Zihan Liu, Yang Chen, Wenliang Dai, Boxin Wang, Sheng-Chieh Lin, Chankyu Lee, Yangyi Chen, Dongfu Jiang, Jiafan He, Renjie Pi, Grace Lam, Nayeon Lee, Alexander Bukharin, Mohammad Shoeybi, Bryan Catanzaro, Wei Ping Title: Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Arxiv:

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21:58

Cubic Discrete Diffusion: Discrete Visual Generation...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 26 | cs.CV Authors: Yuqing Wang, Chuofan Ma, Zhijie Lin, Yao Teng, Lijun Yu, Shuai Wang, Jiaming Han, Jiashi Feng, Yi Jiang, Xihui Liu Title: Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens Arxiv: http://arxiv.org/abs/2603.19232v1 Abstract: Visual generation with discrete tokens has gained significant attention as it

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21:40

LVOmniBench: Pioneering Long Audio-Video...

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 26 | cs.CV Authors: Keda Tao, Yuhua Zheng, Jia Xu, Wenjie Du, Kele Shao, Hesong Wang, Xueyi Chen, Xin Jin, Junhan Zhu, Bohan Yu, Weiqiang Wang, Jian Liu, Can Qin, Yulun Zhang, Ming-Hsuan Yang, Huan Wang Title: LVOmniBench: Pioneering Long Audio-Video Understanding Evaluation for Omnimodal LLMs Arxiv: http://arxiv.org/abs/2603.19217v1 Abstract: Recent advancements in

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24:38

Memento-Skills: Let Agents Design Agents

Daily Paper Cast ·

2026/03/21

🤗 Upvotes: 24 | cs.AI, cs.CL, cs.LG Authors: Huichi Zhou, Siyuan Guo, Anjie Liu, Zhongwei Yu, Ziqin Gong, Bowen Zhao, Zhixun Chen, Menglong Zhang, Yihang Chen, Jinsong Li, Runyu Yang, Qiangbin Liu, Xinlei Yu, Jianmin Zhou, Na Wang, Chunyang Sun, Jun Wang Title: Memento-Skills: Let Agents Design Agents Arxiv: http://arxiv.org/abs/2603.18743v1 Abstract: We introduce

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23:38

MetaClaw: Just Talk -- An Agent That Meta-Learns and...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 97 | cs.LGAuthors: Peng Xia, Jianwen Chen, Xinyu Yang, Haoqin Tu, Jiaqi Liu, Kaiwen Xiong, Siwei Han, Shi Qiu, Haonian Ji, Yuyin Zhou, Zeyu Zheng, Cihang Xie, Huaxiu Yao Title: MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Arxiv: http://arxiv.org/abs/2603.17187v1 Abstract: Large language model (LLM) agents are increasingly used for complex

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23:32

Video-CoE: Reinforcing Video Event Prediction via...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 85 | cs.CV Authors: Qile Su, Jing Tang, Rui Chen, Lei Sun, Xiangxiang Chu Title: Video-CoE: Reinforcing Video Event Prediction via Chain of Events Arxiv: http://arxiv.org/abs/2603.14935v1 Abstract: Despite advances in the application of MLLMs for various video tasks, video event prediction (VEP) remains relatively underexplored. VEP requires the model to perform

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23:18

MosaicMem: Hybrid Spatial Memory for Controllable...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 72 | cs.CV Authors: Wei Yu, Runjia Qian, Yumeng Li, Liquan Wang, Songheng Yin, Sri Siddarth Chakaravarthy P, Dennis Anthony, Yang Ye, Yidi Li, Weiwei Wan, Animesh Garg Title: MosaicMem: Hybrid Spatial Memory for Controllable Video World Models Arxiv: http://arxiv.org/abs/2603.17117v1 Abstract: Video diffusion models are moving beyond short, plausible clips toward

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21:29

Alignment Makes Language Models Normative, Not...

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 36 | cs.CL, cs.AI, cs.GT Authors: Eilam Shapira, Moshe Tennenholtz, Roi Reichart Title: Alignment Makes Language Models Normative, Not Descriptive Arxiv: http://arxiv.org/abs/2603.17218v1 Abstract: Post-training alignment optimizes language models to match human preference signals, but this objective is not equivalent to modeling observed human behavior. We compare

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24:00

Complementary Reinforcement Learning

Daily Paper Cast ·

2026/03/20

🤗 Upvotes: 28 | cs.LG, cs.CL Authors: Dilxat Muhtar, Jiashun Liu, Wei Gao, Weixun Wang, Shaopan Xiong, Ju Huang, Siran Yang, Wenbo Su, Jiamang Wang, Ling Pan, Bo Zheng Title: Complementary Reinforcement Learning Arxiv: http://arxiv.org/abs/2603.17621v1 Abstract: Reinforcement Learning (RL) has emerged as a powerful paradigm for training LLM-based agents, yet remains limited by

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1,800 results

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