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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

22:39

VideoDetective: Clue Hunting via both Extrinsic Query...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 45 | cs.CV Authors: Ruoliu Yang, Chu Wu, Caifeng Shan, Ran He, Chaoyou Fu Title: VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding Arxiv: http://arxiv.org/abs/2603.22285v1 Abstract: Long video understanding remains challenging for multimodal large language models (MLLMs) due to limited context windows, which

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22:51

SpatialBoost: Enhancing Visual Representation through...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 39 | cs.CV Authors: Byungwoo Jeon, Dongyoung Kim, Huiwon Jang, Insoo Kim, Jinwoo Shin Title: SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning Arxiv: http://arxiv.org/abs/2603.22057v1 Abstract: Despite the remarkable success of large-scale pre-trained image representation models (i.e., vision encoders) across various vision tasks, they

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22:49

F4Splat: Feed-Forward Predictive Densification for...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 31 | cs.CV Authors: Injae Kim, Chaehyeon Kim, Minseong Bae, Minseok Joo, Hyunwoo J. Kim Title: F4Splat: Feed-Forward Predictive Densification for Feed-Forward 3D Gaussian Splatting Arxiv: http://arxiv.org/abs/2603.21304v1 Abstract: Feed-forward 3D Gaussian Splatting methods enable single-pass reconstruction and real-time rendering. However, they typically adopt rigid

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24:27

mSFT: Addressing Dataset Mixtures Overfitting...

Daily Paper Cast ·

2026/03/25

🤗 Upvotes: 28 | cs.LG, cs.AI Authors: Woosung Koh, Jeyoung Jeon, Youngjin Song, Yujin Cheon, Soowon Oh, Jaehyeong Choi, Se-Young Yun Title: mSFT: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task SFT Arxiv: http://arxiv.org/abs/2603.21606v2 Abstract: Current language model training commonly applies multi-task Supervised Fine-Tuning (SFT) using a homogeneous

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24:36

HopChain: Multi-Hop Data Synthesis for Generalizable...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 96 | cs.CV, cs.AI, cs.CL Authors: Shenzhi Wang, Shixuan Liu, Jing Zhou, Chang Gao, Xiong-Hui Chen, Binghai Wang, An Yang, Shiji Song, Bowen Yu, Gao Huang, Junyang Lin Title: HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning Arxiv: http://arxiv.org/abs/2603.17024v2 Abstract: Vision-language models (VLMs) show strong multimodal capabilities

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24:19

Astrolabe: Steering Forward-Process Reinforcement...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 87 | cs.CV Authors: Songchun Zhang, Zeyue Xue, Siming Fu, Jie Huang, Xianghao Kong, Y Ma, Haoyang Huang, Nan Duan, Anyi Rao Title: Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models Arxiv: http://arxiv.org/abs/2603.17051v1 Abstract: Distilled autoregressive (AR) video models enable efficient streaming generation but

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25:57

TerraScope: Pixel-Grounded Visual Reasoning for Earth...

Daily Paper Cast ·

2026/03/24

🤗 Upvotes: 42 | cs.CV Authors: Yan Shu, Bin Ren, Zhitong Xiong, Xiao Xiang Zhu, Begüm Demir, Nicu Sebe, Paolo Rota Title: TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation Arxiv: http://arxiv.org/abs/2603.19039v1 Abstract: Vision-language models (VLMs) have shown promise in earth observation (EO), yet they struggle with tasks that require grounding complex

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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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1,967 results

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