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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

20:41

Gemini 2.5: Pushing the Frontier with Advanced...

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Gheorghe Comanici, Eric Bieber, Mike Schaekermann, Ice Pasupat, Noveen Sachdeva, Inderjit Dhillon, Marcel Blistein, Ori Ram, Dan Zhang, Evan Rosen, Luke Marris, Sam Petulla, Colin Gaffney, Asaf Aharoni, Nathan Lintz, Tiago Cardal Pais, Henrik Jacobsson, Idan Szpektor, Nan-Jiang Jiang, Krishna Haridasan, Ahmed Omran, Nikunj Saunshi, Dara Bahri, Gaurav Mishra, Eric Chu, Toby Boyd, Brad Hekman, Aaron Parisi, Chaoyi

en

20:36

Neural-Driven Image Editing

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 22 | cs.CV Authors: Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen, Ziqiao Wang, Kai Wang, Qian Zheng, Xiaojun Chang, Gang Pan, Shurong Dong, Kaipeng Zhang, Yang You Title: Neural-Driven Image Editing Arxiv: http://arxiv.org/abs/2507.05397v1 Abstract: Traditional image editing typically relies on

en

22:44

Scaling RL to Long Videos

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 95 | cs.CV, cs.AI, cs.CLAuthors: Yukang Chen, Wei Huang, Baifeng Shi, Qinghao Hu, Hanrong Ye, Ligeng Zhu, Zhijian Liu, Pavlo Molchanov, Jan Kautz, Xiaojuan Qi, Sifei Liu, Hongxu Yin, Yao Lu, Song Han Title: Scaling RL to Long Videos Arxiv: http://arxiv.org/abs/2507.07966v1 Abstract: We introduce a full-stack framework that scales up reasoning in vision-language

en

23:15

T-LoRA: Single Image Diffusion Model Customization...

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 83 | cs.CV Authors: Vera Soboleva, Aibek Alanov, Andrey Kuznetsov, Konstantin Sobolev Title: T-LoRA: Single Image Diffusion Model Customization Without Overfitting Arxiv: http://arxiv.org/abs/2507.05964v1 Abstract: While diffusion model fine-tuning offers a powerful approach for customizing pre-trained models to generate specific objects, it frequently suffers from

en

20:07

Traceable Evidence Enhanced Visual Grounded...

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.CL Authors: Haochen Wang, Xiangtai Li, Zilong Huang, Anran Wang, Jiacong Wang, Tao Zhang, Jiani Zheng, Sule Bai, Zijian Kang, Jiashi Feng, Zhuochen Wang, Zhaoxiang Zhang Title: Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology Arxiv: http://arxiv.org/abs/2507.07999v1 Abstract: Models like OpenAI-o3 pioneer visual

en

22:58

OST-Bench: Evaluating the Capabilities of MLLMs in...

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 29 | cs.CV Authors: JingLi Lin, Chenming Zhu, Runsen Xu, Xiaohan Mao, Xihui Liu, Tai Wang, Jiangmiao Pang Title: OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding Arxiv: http://arxiv.org/abs/2507.07984v1 Abstract: Recent advances in multimodal large language models (MLLMs) have shown remarkable capabilities in integrating

en

22:47

Multi-Granular Spatio-Temporal Token Merging for...

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Kim, Minho Shim Title: Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs Arxiv: http://arxiv.org/abs/2507.07990v1 Abstract: Video large language models (LLMs) achieve strong video understanding by

en

20:50

Geometry Forcing: Marrying Video Diffusion and 3D...

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 23 | cs.CV, cs.AI Authors: Haoyu Wu, Diankun Wu, Tianyu He, Junliang Guo, Yang Ye, Yueqi Duan, Jiang Bian Title: Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling Arxiv: http://arxiv.org/abs/2507.07982v1 Abstract: Videos inherently represent 2D projections of a dynamic 3D world. However, our analysis suggests that video

en

19:03

PyVision: Agentic Vision with Dynamic Tooling

Daily Paper Cast ·

2025/07/12

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.CV Authors: Shitian Zhao, Haoquan Zhang, Shaoheng Lin, Ming Li, Qilong Wu, Kaipeng Zhang, Chen Wei Title: PyVision: Agentic Vision with Dynamic Tooling Arxiv: http://arxiv.org/abs/2507.07998v1 Abstract: LLMs are increasingly deployed as agents, systems capable of planning, reasoning, and dynamically calling external tools. However, in visual

en

26:45

4KAgent: Agentic Any Image to 4K Super-Resolution

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 56 | cs.CV, eess.IVAuthors: Yushen Zuo, Qi Zheng, Mingyang Wu, Xinrui Jiang, Renjie Li, Jian Wang, Yide Zhang, Gengchen Mai, Lihong V. Wang, James Zou, Xiaoyu Wang, Ming-Hsuan Yang, Zhengzhong Tu Title: 4KAgent: Agentic Any Image to 4K Super-Resolution Arxiv: http://arxiv.org/abs/2507.07105v1 Abstract: We present 4KAgent, a unified agentic super-resolution generalist

en

16:47

Go to Zero: Towards Zero-shot Motion Generation with...

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 41 | cs.CV Authors: Ke Fan, Shunlin Lu, Minyue Dai, Runyi Yu, Lixing Xiao, Zhiyang Dou, Junting Dong, Lizhuang Ma, Jingbo Wang Title: Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data Arxiv: http://arxiv.org/abs/2507.07095v1 Abstract: Generating diverse and natural human motion sequences based on textual descriptions constitutes a fundamental and

en

23:28

Perception-Aware Policy Optimization for Multimodal...

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 34 | cs.CL Authors: Zhenhailong Wang, Xuehang Guo, Sofia Stoica, Haiyang Xu, Hongru Wang, Hyeonjeong Ha, Xiusi Chen, Yangyi Chen, Ming Yan, Fei Huang, Heng Ji Title: Perception-Aware Policy Optimization for Multimodal Reasoning Arxiv: http://arxiv.org/abs/2507.06448v1 Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has proven to be a highly effective

en

21:31

MIRIX: Multi-Agent Memory System for LLM-Based Agents

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Yu Wang, Xi Chen Title: MIRIX: Multi-Agent Memory System for LLM-Based Agents Arxiv: http://arxiv.org/abs/2507.07957v1 Abstract: Although memory capabilities of AI agents are gaining increasing attention, existing solutions remain fundamentally limited. Most rely on flat, narrowly scoped memory components, constraining their ability to

en

22:17

Rethinking Verification for LLM Code Generation: From...

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 23 | cs.CL Authors: Zihan Ma, Taolin Zhang, Maosong Cao, Junnan Liu, Wenwei Zhang, Minnan Luo, Songyang Zhang, Kai Chen Title: Rethinking Verification for LLM Code Generation: From Generation to Testing Arxiv: http://arxiv.org/abs/2507.06920v2 Abstract: Large language models (LLMs) have recently achieved notable success in code-generation benchmarks such as HumanEval

en

21:29

SingLoRA: Low Rank Adaptation Using a Single Matrix

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 68 | cs.AIAuthors: David Bensaïd, Noam Rotstein, Roy Velich, Daniel Bensaïd, Ron Kimmel Title: SingLoRA: Low Rank Adaptation Using a Single Matrix Arxiv: http://arxiv.org/abs/2507.05566v1 Abstract: Low-Rank Adaptation (LoRA) has significantly advanced parameter-efficient fine-tuning of large pretrained models. LoRA augments the pre-trained weights of a model by

en

20:14

A Survey on Latent Reasoning

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 60 | cs.CL Authors: Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zhang, Yong Shan, Tianle Cai, Taylor Kergan, Assel Kembay, Andrew Smith, Chenghua Lin, Binh Nguyen, Yuqi Pan, Yuhong Chou, Zefan Cai, Zhenhe Wu, Yongchi Zhao, Tianyu Liu, Jian Yang, Wangchunshu Zhou, Chujie Zheng, Chongxuan Li, Yuyin Zhou, Zhoujun Li, Zhaoxiang Zhang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Jason

en

24:02

OmniPart: Part-Aware 3D Generation with Semantic...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 45 | cs.CV Authors: Yunhan Yang, Yufan Zhou, Yuan-Chen Guo, Zi-Xin Zou, Yukun Huang, Ying-Tian Liu, Hao Xu, Ding Liang, Yan-Pei Cao, Xihui Liu Title: OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion Arxiv: http://arxiv.org/abs/2507.06165v1 Abstract: The creation of 3D assets with explicit, editable part structures is crucial for

en

22:42

How to Train Your LLM Web Agent: A Statistical Diagnosis

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 40 | cs.AI, cs.LG, stat.ML Authors: Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza, Hadi Nekoei, Megh Thakkar, Thibault Le Sellier de Chezelles, Nicolas Gontier, Miguel Muñoz-Mármol, Sahar Omidi Shayegan, Stefania Raimondo, Xue Liu, Alexandre Drouin, Laurent Charlin, Alexandre Piché, Alexandre Lacoste, Massimo Caccia Title: How to Train Your LLM Web Agent: A Statistical Diagnosis Arxiv:

en

22:51

StreamVLN: Streaming Vision-and-Language Navigation...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 35 | cs.RO, cs.CV Authors: Meng Wei, Chenyang Wan, Xiqian Yu, Tai Wang, Yuqiang Yang, Xiaohan Mao, Chenming Zhu, Wenzhe Cai, Hanqing Wang, Yilun Chen, Xihui Liu, Jiangmiao Pang Title: StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling Arxiv: http://arxiv.org/abs/2507.05240v1 Abstract: Vision-and-Language Navigation (VLN) in real-world

en

24:28

CriticLean: Critic-Guided Reinforcement Learning for...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 35 | cs.CL Authors: Zhongyuan Peng, Yifan Yao, Kaijing Ma, Shuyue Guo, Yizhe Li, Yichi Zhang, Chenchen Zhang, Yifan Zhang, Zhouliang Yu, Luming Li, Minghao Liu, Yihang Xia, Jiawei Shen, Yuchen Wu, Yixin Cao, Zhaoxiang Zhang, Wenhao Huang, Jiaheng Liu, Ge Zhang Title: CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization Arxiv: http://arxiv.org/abs/2507.06181v1

en

1,967 results

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