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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

23:32

Bielik 11B v2 Technical Report

Daily Paper Cast ·

2025/05/13

🤗 Upvotes: 44 | cs.CL, cs.AI, 68T50, I.2.7 Authors: Krzysztof Ociepa, Łukasz Flis, Krzysztof Wróbel, Adrian Gwoździej, Remigiusz Kinas Title: Bielik 11B v2 Technical Report Arxiv: http://arxiv.org/abs/2505.02410v2 Abstract: We present Bielik 11B v2, a state-of-the-art language model optimized for Polish text processing. Built on the Mistral 7B v0.2 architecture and scaled to 11B

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23:20

Perception, Reason, Think, and Plan: A Survey on...

Daily Paper Cast ·

2025/05/10

🤗 Upvotes: 79 | cs.CV, cs.CLAuthors: Yunxin Li, Zhenyu Liu, Zitao Li, Xuanyu Zhang, Zhenran Xu, Xinyu Chen, Haoyuan Shi, Shenyuan Jiang, Xintong Wang, Jifang Wang, Shouzheng Huang, Xinping Zhao, Borui Jiang, Lanqing Hong, Longyue Wang, Zhuotao Tian, Baoxing Huai, Wenhan Luo, Weihua Luo, Zheng Zhang, Baotian Hu, Min Zhang Title: Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models

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20:48

On Path to Multimodal Generalist: General-Level and...

Daily Paper Cast ·

2025/05/10

🤗 Upvotes: 55 | cs.CV Authors: Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang Title:

en

23:50

Flow-GRPO: Training Flow Matching Models via Online RL

Daily Paper Cast ·

2025/05/10

🤗 Upvotes: 36 | cs.CV, cs.AI Authors: Jie Liu, Gongye Liu, Jiajun Liang, Yangguang Li, Jiaheng Liu, Xintao Wang, Pengfei Wan, Di Zhang, Wanli Ouyang Title: Flow-GRPO: Training Flow Matching Models via Online RL Arxiv: http://arxiv.org/abs/2505.05470v1 Abstract: We propose Flow-GRPO, the first method integrating online reinforcement learning (RL) into flow matching models. Our

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18:20

Unified Multimodal Understanding and Generation...

Daily Paper Cast ·

2025/05/09

🤗 Upvotes: 57 | cs.CVAuthors: Xinjie Zhang, Jintao Guo, Shanshan Zhao, Minghao Fu, Lunhao Duan, Guo-Hua Wang, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang Title: Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities Arxiv: http://arxiv.org/abs/2505.02567v2 Abstract: Recent years have seen remarkable progress in both multimodal

en

22:07

ZeroSearch: Incentivize the Search Capability of LLMs...

Daily Paper Cast ·

2025/05/09

🤗 Upvotes: 35 | cs.CL Authors: Hao Sun, Zile Qiao, Jiayan Guo, Xuanbo Fan, Yingyan Hou, Yong Jiang, Pengjun Xie, Fei Huang, Yan Zhang Title: ZeroSearch: Incentivize the Search Capability of LLMs without Searching Arxiv: http://arxiv.org/abs/2505.04588v1 Abstract: Effective information searching is essential for enhancing the reasoning and generation capabilities of large

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22:09

Unified Multimodal Chain-of-Thought Reward Model...

Daily Paper Cast ·

2025/05/08

🤗 Upvotes: 67 | cs.CVAuthors: Yibin Wang, Zhimin Li, Yuhang Zang, Chunyu Wang, Qinglin Lu, Cheng Jin, Jiaqi Wang Title: Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning Arxiv: http://arxiv.org/abs/2505.03318v1 Abstract: Recent advances in multimodal Reward Models (RMs) have shown significant promise in delivering reward signals to align vision

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24:38

Absolute Zero: Reinforced Self-play Reasoning with...

Daily Paper Cast ·

2025/05/08

🤗 Upvotes: 63 | cs.LG, cs.AI, cs.CL Authors: Andrew Zhao, Yiran Wu, Yang Yue, Tong Wu, Quentin Xu, Yang Yue, Matthieu Lin, Shenzhi Wang, Qingyun Wu, Zilong Zheng, Gao Huang Title: Absolute Zero: Reinforced Self-play Reasoning with Zero Data Arxiv: http://arxiv.org/abs/2505.03335v2 Abstract: Reinforcement learning with verifiable rewards (RLVR) has shown promise in enhancing the

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20:55

RADLADS: Rapid Attention Distillation to Linear...

Daily Paper Cast ·

2025/05/08

🤗 Upvotes: 23 | cs.CL, cs.AI, cs.LG, I.2.7 Authors: Daniel Goldstein, Eric Alcaide, Janna Lu, Eugene Cheah Title: RADLADS: Rapid Attention Distillation to Linear Attention Decoders at Scale Arxiv: http://arxiv.org/abs/2505.03005v1 Abstract: We present Rapid Attention Distillation to Linear Attention Decoders at Scale (RADLADS), a protocol for rapidly converting softmax attention

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19:59

FlexiAct: Towards Flexible Action Control in...

Daily Paper Cast ·

2025/05/08

🤗 Upvotes: 21 | cs.CV, cs.AI, cs.MM Authors: Shiyi Zhang, Junhao Zhuang, Zhaoyang Zhang, Ying Shan, Yansong Tang Title: FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios Arxiv: http://arxiv.org/abs/2505.03730v1 Abstract: Action customization involves generating videos where the subject performs actions dictated by input control signals. Current methods use

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23:20

Voila: Voice-Language Foundation Models for Real-Time...

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 56 | cs.AI, cs.CL, cs.SDAuthors: Yemin Shi, Yu Shu, Siwei Dong, Guangyi Liu, Jaward Sesay, Jingwen Li, Zhiting Hu Title: Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play Arxiv: http://arxiv.org/abs/2505.02707v1 Abstract: A voice AI agent that blends seamlessly into daily life would interact with humans in an autonomous,

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23:12

RM-R1: Reward Modeling as Reasoning

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 48 | cs.CL, cs.AI, cs.LG Authors: Xiusi Chen, Gaotang Li, Ziqi Wang, Bowen Jin, Cheng Qian, Yu Wang, Hongru Wang, Yu Zhang, Denghui Zhang, Tong Zhang, Hanghang Tong, Heng Ji Title: RM-R1: Reward Modeling as Reasoning Arxiv: http://arxiv.org/abs/2505.02387v1 Abstract: Reward modeling is essential for aligning large language models (LLMs) with human preferences,

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21:21

Grokking in the Wild: Data Augmentation for...

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 44 | cs.CL, cs.AI, cs.LG, I.2.7; I.2.6; I.2.3; I.7 Authors: Roman Abramov, Felix Steinbauer, Gjergji Kasneci Title: Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers Arxiv: http://arxiv.org/abs/2504.20752v1 Abstract: Transformers have achieved great success in numerous NLP tasks but continue to exhibit notable gaps in

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23:23

Practical Efficiency of Muon for Pretraining

Daily Paper Cast ·

2025/05/07

🤗 Upvotes: 30 | cs.LG, stat.ML Authors: Essential AI, :, Ishaan Shah, Anthony M. Polloreno, Karl Stratos, Philip Monk, Adarsh Chaluvaraju, Andrew Hojel, Andrew Ma, Anil Thomas, Ashish Tanwer, Darsh J Shah, Khoi Nguyen, Kurt Smith, Michael Callahan, Michael Pust, Mohit Parmar, Peter Rushton, Platon Mazarakis, Ritvik Kapila, Saurabh Srivastava, Somanshu Singla, Tim Romanski, Yash Vanjani, Ashish Vaswani Title: Practical

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18:22

PixelHacker: Image Inpainting with Structural and...

Daily Paper Cast ·

2025/05/06

🤗 Upvotes: 24 | cs.CV Authors: Ziyang Xu, Kangsheng Duan, Xiaolei Shen, Zhifeng Ding, Wenyu Liu, Xiaohu Ruan, Xiaoxin Chen, Xinggang Wang Title: PixelHacker: Image Inpainting with Structural and Semantic Consistency Arxiv: http://arxiv.org/abs/2504.20438v2 Abstract: Image inpainting is a fundamental research area between image editing and image generation. Recent

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22:48

A Survey of Interactive Generative Video

Daily Paper Cast ·

2025/05/03

🤗 Upvotes: 31 | cs.CVAuthors: Jiwen Yu, Yiran Qin, Haoxuan Che, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Hao Chen, Xihui Liu Title: A Survey of Interactive Generative Video Arxiv: http://arxiv.org/abs/2504.21853v1 Abstract: Interactive Generative Video (IGV) has emerged as a crucial technology in response to the growing demand for high-quality, interactive video

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22:03

DeepCritic: Deliberate Critique with Large Language...

Daily Paper Cast ·

2025/05/03

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.LG Authors: Wenkai Yang, Jingwen Chen, Yankai Lin, Ji-Rong Wen Title: DeepCritic: Deliberate Critique with Large Language Models Arxiv: http://arxiv.org/abs/2505.00662v1 Abstract: As Large Language Models (LLMs) are rapidly evolving, providing accurate feedback and scalable oversight on their outputs becomes an urgent and critical problem

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22:09

Sadeed: Advancing Arabic Diacritization Through Small...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 44 | cs.CL, cs.AIAuthors: Zeina Aldallal, Sara Chrouf, Khalil Hennara, Mohamed Motaism Hamed, Muhammad Hreden, Safwan AlModhayan Title: Sadeed: Advancing Arabic Diacritization Through Small Language Model Arxiv: http://arxiv.org/abs/2504.21635v1 Abstract: Arabic text diacritization remains a persistent challenge in natural language processing due to the language's

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21:12

WebThinker: Empowering Large Reasoning Models with...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.IR Authors: Xiaoxi Li, Jiajie Jin, Guanting Dong, Hongjin Qian, Yutao Zhu, Yongkang Wu, Ji-Rong Wen, Zhicheng Dou Title: WebThinker: Empowering Large Reasoning Models with Deep Research Capability Arxiv: http://arxiv.org/abs/2504.21776v1 Abstract: Large reasoning models (LRMs), such as OpenAI-o1 and DeepSeek-R1, demonstrate impressive

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20:00

Phi-4-Mini-Reasoning: Exploring the Limits of Small...

Daily Paper Cast ·

2025/05/02

🤗 Upvotes: 24 | cs.CL Authors: Haoran Xu, Baolin Peng, Hany Awadalla, Dongdong Chen, Yen-Chun Chen, Mei Gao, Young Jin Kim, Yunsheng Li, Liliang Ren, Yelong Shen, Shuohang Wang, Weijian Xu, Jianfeng Gao, Weizhu Chen Title: Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math Arxiv: http://arxiv.org/abs/2504.21233v1 Abstract: Chain-of-Thought

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1,967 results

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