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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

24:22

Thinking with Video: Video Generation as a Promising...

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 127 | cs.CV, cs.CLAuthors: Jingqi Tong, Yurong Mou, Hangcheng Li, Mingzhe Li, Yongzhuo Yang, Ming Zhang, Qiguang Chen, Tianyi Liang, Xiaomeng Hu, Yining Zheng, Xinchi Chen, Jun Zhao, Xuanjing Huang, Xipeng Qiu Title: Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Arxiv: http://arxiv.org/abs/2511.04570v1 Abstract: "Thinking with

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21:01

V-Thinker: Interactive Thinking with Images

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 66 | cs.CV Authors: Runqi Qiao, Qiuna Tan, Minghan Yang, Guanting Dong, Peiqing Yang, Shiqiang Lang, Enhui Wan, Xiaowan Wang, Yida Xu, Lan Yang, Chong Sun, Chen Li, Honggang Zhang Title: V-Thinker: Interactive Thinking with Images Arxiv: http://arxiv.org/abs/2511.04460v1 Abstract: Empowering Large Multimodal Models (LMMs) to deeply integrate image interaction with

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23:00

Scaling Agent Learning via Experience Synthesis

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 51 | cs.AI Authors: Zhaorun Chen, Zhuokai Zhao, Kai Zhang, Bo Liu, Qi Qi, Yifan Wu, Tarun Kalluri, Sara Cao, Yuanhao Xiong, Haibo Tong, Huaxiu Yao, Hengduo Li, Jiacheng Zhu, Xian Li, Dawn Song, Bo Li, Jason Weston, Dat Huynh Title: Scaling Agent Learning via Experience Synthesis Arxiv: http://arxiv.org/abs/2511.03773v1 Abstract: While reinforcement learning (RL) can

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22:27

Diffusion Language Models are Super Data Learners

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 67 | cs.LGAuthors: Jinjie Ni, Qian Liu, Longxu Dou, Chao Du, Zili Wang, Hang Yan, Tianyu Pang, Michael Qizhe Shieh Title: Diffusion Language Models are Super Data Learners Arxiv: http://arxiv.org/abs/2511.03276v1 Abstract: Under strictly controlled pre-training settings, we observe a Crossover: when unique data is limited, diffusion language models (DLMs)

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25:51

LEGO-Eval: Towards Fine-Grained Evaluation on...

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 39 | cs.CL Authors: Gyeom Hwangbo, Hyungjoo Chae, Minseok Kang, Hyeonjong Ju, Soohyun Oh, Jinyoung Yeo Title: LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation Arxiv: http://arxiv.org/abs/2511.03001v1 Abstract: Despite recent progress in using Large Language Models (LLMs) for automatically generating 3D scenes,

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23:19

UniAVGen: Unified Audio and Video Generation with...

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 39 | cs.CV Authors: Guozhen Zhang, Zixiang Zhou, Teng Hu, Ziqiao Peng, Youliang Zhang, Yi Chen, Yuan Zhou, Qinglin Lu, Limin Wang Title: UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions Arxiv: http://arxiv.org/abs/2511.03334v1 Abstract: Due to the lack of effective cross-modal modeling, existing open-source audio-video generation

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28:20

Don't Blind Your VLA: Aligning Visual Representations...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 71 | cs.LG, cs.AI, cs.ROAuthors: Nikita Kachaev, Mikhail Kolosov, Daniil Zelezetsky, Alexey K. Kovalev, Aleksandr I. Panov Title: Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization Arxiv: http://arxiv.org/abs/2510.25616v1 Abstract: The growing success of Vision-Language-Action (VLA) models stems from the promise that pretrained

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21:54

VCode: a Multimodal Coding Benchmark with SVG as...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 65 | cs.CV, cs.CL Authors: Kevin Qinghong Lin, Yuhao Zheng, Hangyu Ran, Dantong Zhu, Dongxing Mao, Linjie Li, Philip Torr, Alex Jinpeng Wang Title: VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation Arxiv: http://arxiv.org/abs/2511.02778v1 Abstract: Code has emerged as a precise and executable medium for reasoning and action in the agent

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24:13

When Visualizing is the First Step to Reasoning:...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 42 | cs.CV Authors: Yiyang Zhou, Haoqin Tu, Zijun Wang, Zeyu Wang, Niklas Muennighoff, Fan Nie, Yejin Choi, James Zou, Chaorui Deng, Shen Yan, Haoqi Fan, Cihang Xie, Huaxiu Yao, Qinghao Ye Title: When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Arxiv: http://arxiv.org/abs/2511.02779v1 Abstract: We propose MIRA, a new

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24:08

Every Activation Boosted: Scaling General Reasoner to...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 61 | cs.CL, cs.AIAuthors: Ling-Team, Ang Li, Ben Liu, Binbin Hu, Bing Li, Bingwei Zeng, Borui Ye, Caizhi Tang, Changxin Tian, Chao Huang, Chao Zhang, Chen Qian, Chenchen Ju, Chenchen Li, Chengfu Tang, Chili Fu, Chunshao Ren, Chunwei Wu, Cong Zhang, Cunyin Peng, Dafeng Xu, Daixin Wang, Dalong Zhang, Dingnan Jin, Dingyuan Zhu, Dongke Hu, Fangzheng Zhao, Feifan Wu, Feng Zhu, Gangshan Wang, Haitao Zhang, Hailin Zhao, Hanxiao Zhang, Hanzi Wang,

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22:50

Generalizing Test-time Compute-optimal Scaling as an...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 34 | cs.LG, cs.AI, cs.CL, I.2.7 Authors: Fali Wang, Jihai Chen, Shuhua Yang, Runxue Bao, Tianxiang Zhao, Zhiwei Zhang, Xianfeng Tang, Hui Liu, Qi He, Suhang Wang Title: Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Arxiv: http://arxiv.org/abs/2511.00086v1 Abstract: Test-Time Scaling (TTS) improves large language models (LLMs) by allocating

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25:56

The Underappreciated Power of Vision Models for Graph...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG Authors: Xinjian Zhao, Wei Pang, Zhongkai Xue, Xiangru Jian, Lei Zhang, Yaoyao Xu, Xiaozhuang Song, Shu Wu, Tianshu Yu Title: The Underappreciated Power of Vision Models for Graph Structural Understanding Arxiv: http://arxiv.org/abs/2510.24788v1 Abstract: Graph Neural Networks operate through bottom-up message-passing, fundamentally differing

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23:59

UniLumos: Fast and Unified Image and Video Relighting...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 27 | cs.CV Authors: Ropeway Liu, Hangjie Yuan, Bo Dong, Jiazheng Xing, Jinwang Wang, Rui Zhao, Yan Xing, Weihua Chen, Fan Wang Title: UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback Arxiv: http://arxiv.org/abs/2511.01678v1 Abstract: Relighting is a crucial task with both practical demand and artistic value, and recent diffusion

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25:34

ROVER: Benchmarking Reciprocal Cross-Modal Reasoning...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 24 | cs.CV Authors: Yongyuan Liang, Wei Chow, Feng Li, Ziqiao Ma, Xiyao Wang, Jiageng Mao, Jiuhai Chen, Jiatao Gu, Yue Wang, Furong Huang Title: ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation Arxiv: http://arxiv.org/abs/2511.01163v1 Abstract: Unified multimodal models (UMMs) have emerged as a powerful paradigm for seamlessly unifying

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21:26

PHUMA: Physically-Grounded Humanoid Locomotion Dataset

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 23 | cs.RO Authors: Kyungmin Lee, Sibeen Kim, Minho Park, Hyunseung Kim, Dongyoon Hwang, Hojoon Lee, Jaegul Choo Title: PHUMA: Physically-Grounded Humanoid Locomotion Dataset Arxiv: http://arxiv.org/abs/2510.26236v1 Abstract: Motion imitation is a promising approach for humanoid locomotion, enabling agents to acquire humanlike behaviors. Existing methods typically

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23:01

UniREditBench: A Unified Reasoning-based Image...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 22 | cs.CV Authors: Feng Han, Yibin Wang, Chenglin Li, Zheming Liang, Dianyi Wang, Yang Jiao, Zhipeng Wei, Chao Gong, Cheng Jin, Jingjing Chen, Jiaqi Wang Title: UniREditBench: A Unified Reasoning-based Image Editing Benchmark Arxiv: http://arxiv.org/abs/2511.01295v1 Abstract: Recent advances in multi-modal generative models have driven substantial improvements in

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29:01

World Simulation with Video Foundation Models for...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 22 | cs.CV, cs.AI, cs.LG, cs.RO Authors: NVIDIA, :, Arslan Ali, Junjie Bai, Maciej Bala, Yogesh Balaji, Aaron Blakeman, Tiffany Cai, Jiaxin Cao, Tianshi Cao, Elizabeth Cha, Yu-Wei Chao, Prithvijit Chattopadhyay, Mike Chen, Yongxin Chen, Yu Chen, Shuai Cheng, Yin Cui, Jenna Diamond, Yifan Ding, Jiaojiao Fan, Linxi Fan, Liang Feng, Francesco Ferroni, Sanja Fidler, Xiao Fu, Ruiyuan Gao, Yunhao Ge, Jinwei Gu, Aryaman Gupta, Siddharth Gururani,

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22:48

ThinkMorph: Emergent Properties in Multimodal...

Daily Paper Cast ·

2025/11/04

🤗 Upvotes: 56 | cs.CV Authors: Jiawei Gu, Yunzhuo Hao, Huichen Will Wang, Linjie Li, Michael Qizhe Shieh, Yejin Choi, Ranjay Krishna, Yu Cheng Title: ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Arxiv: http://arxiv.org/abs/2510.27492v1 Abstract: Multimodal reasoning requires iterative coordination between language and vision, yet it

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20:54

INT v.s. FP: A Comprehensive Study of Fine-Grained...

Daily Paper Cast ·

2025/11/04

🤗 Upvotes: 49 | cs.LG, cs.AI Authors: Mengzhao Chen, Meng Wu, Hui Jin, Zhihang Yuan, Jing Liu, Chaoyi Zhang, Yunshui Li, Jie Huang, Jin Ma, Zeyue Xue, Zhiheng Liu, Xingyan Bin, Ping Luo Title: INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats Arxiv: http://arxiv.org/abs/2510.25602v1 Abstract: Modern AI hardware, such as Nvidia's Blackwell

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25:27

Spatial-SSRL: Enhancing Spatial Understanding via...

Daily Paper Cast ·

2025/11/04

🤗 Upvotes: 21 | cs.CV, cs.AI Authors: Yuhong Liu, Beichen Zhang, Yuhang Zang, Yuhang Cao, Long Xing, Xiaoyi Dong, Haodong Duan, Dahua Lin, Jiaqi Wang Title: Spatial-SSRL: Enhancing Spatial Understanding via Self-Supervised Reinforcement Learning Arxiv: http://arxiv.org/abs/2510.27606v1 Abstract: Spatial understanding remains a weakness of Large Vision-Language Models (LVLMs)

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1,357 results

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