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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

22:13

DiT360: High-Fidelity Panoramic Image Generation via...

Daily Paper Cast ·

2025/10/15

🤗 Upvotes: 26 | cs.CV Authors: Haoran Feng, Dizhe Zhang, Xiangtai Li, Bo Du, Lu Qi Title: DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training Arxiv: http://arxiv.org/abs/2510.11712v1 Abstract: In this work, we propose DiT360, a DiT-based framework that performs hybrid training on perspective and panoramic data for panoramic image generation. For the issues of

en

24:24

AVoCaDO: An Audiovisual Video Captioner Driven by...

Daily Paper Cast ·

2025/10/15

🤗 Upvotes: 26 | cs.CV Authors: Xinlong Chen, Yue Ding, Weihong Lin, Jingyun Hua, Linli Yao, Yang Shi, Bozhou Li, Yuanxing Zhang, Qiang Liu, Pengfei Wan, Liang Wang, Tieniu Tan Title: AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration Arxiv: http://arxiv.org/abs/2510.10395v1 Abstract: Audiovisual video captioning aims to generate semantically rich

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25:21

InternSVG: Towards Unified SVG Tasks with Multimodal...

Daily Paper Cast ·

2025/10/15

🤗 Upvotes: 25 | cs.CV Authors: Haomin Wang, Jinhui Yin, Qi Wei, Wenguang Zeng, Lixin Gu, Shenglong Ye, Zhangwei Gao, Yaohui Wang, Yanting Zhang, Yuanqi Li, Yanwen Guo, Wenhai Wang, Kai Chen, Yu Qiao, Hongjie Zhang Title: InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models Arxiv: http://arxiv.org/abs/2510.11341v1 Abstract: General SVG modeling remains

en

21:38

BrowserAgent: Building Web Agents with Human-Inspired...

Daily Paper Cast ·

2025/10/15

🤗 Upvotes: 25 | cs.CL, cs.AI Authors: Tao Yu, Zhengbo Zhang, Zhiheng Lyu, Junhao Gong, Hongzhu Yi, Xinming Wang, Yuxuan Zhou, Jiabing Yang, Ping Nie, Yan Huang, Wenhu Chen Title: BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions Arxiv: http://arxiv.org/abs/2510.10666v2 Abstract: Efficiently solving real-world problems with LLMs increasingly hinges on

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23:49

D2E: Scaling Vision-Action Pretraining on Desktop...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 104 | cs.AI, cs.CV, cs.RO Authors: Suwhan Choi, Jaeyoon Jung, Haebin Seong, Minchan Kim, Minyeong Kim, Yongjun Cho, Yoonshik Kim, Yubeen Park, Youngjae Yu, Yunsung Lee Title: D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI Arxiv: http://arxiv.org/abs/2510.05684v1 Abstract: Large language models leverage internet-scale text data, yet

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23:18

Thinking with Camera: A Unified Multimodal Model for...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 86 | cs.CV Authors: Kang Liao, Size Wu, Zhonghua Wu, Linyi Jin, Chao Wang, Yikai Wang, Fei Wang, Wei Li, Chen Change Loy Title: Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation Arxiv: http://arxiv.org/abs/2510.08673v1 Abstract: Camera-centric understanding and generation are two cornerstones of spatial intelligence, yet

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21:39

TAG:Tangential Amplifying Guidance for...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 38 | cs.CV Authors: Hyunmin Cho, Donghoon Ahn, Susung Hong, Jee Eun Kim, Seungryong Kim, Kyong Hwan Jin Title: TAG:Tangential Amplifying Guidance for Hallucination-Resistant Diffusion Sampling Arxiv: http://arxiv.org/abs/2510.04533v1 Abstract: Recent diffusion models achieve the state-of-the-art performance in image generation, but often suffer from semantic

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22:35

AutoPR: Let's Automate Your Academic Promotion!

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 38 | cs.CL Authors: Qiguang Chen, Zheng Yan, Mingda Yang, Libo Qin, Yixin Yuan, Hanjing Li, Jinhao Liu, Yiyan Ji, Dengyun Peng, Jiannan Guan, Mengkang Hu, Yantao Du, Wanxiang Che Title: AutoPR: Let's Automate Your Academic Promotion! Arxiv: http://arxiv.org/abs/2510.09558v1 Abstract: As the volume of peer-reviewed research surges, scholars increasingly rely on social

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25:37

Multimodal Prompt Optimization: Why Not Leverage...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 37 | cs.LG, cs.AI, cs.CL Authors: Yumin Choi, Dongki Kim, Jinheon Baek, Sung Ju Hwang Title: Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs Arxiv: http://arxiv.org/abs/2510.09201v1 Abstract: Large Language Models (LLMs) have shown remarkable success, and their multimodal expansions (MLLMs) further unlock capabilities spanning images,

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26:40

BEAR: Benchmarking and Enhancing Multimodal Language...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 30 | cs.CV, cs.RO Authors: Yu Qi, Haibo Zhao, Ziyu Guo, Siyuan Ma, Ziyan Chen, Yaokun Han, Renrui Zhang, Zitiantao Lin, Shiji Xin, Yijian Huang, Kai Cheng, Peiheng Wang, Jiazheng Liu, Jiayi Zhang, Yizhe Zhu, Wenqing Wang, Yiran Qin, Xupeng Zhu, Haojie Huang, Lawson L. S. Wong Title: BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities Arxiv:

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21:22

StreamingVLM: Real-Time Understanding for Infinite...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 26 | cs.CV, cs.AI, cs.CL Authors: Ruyi Xu, Guangxuan Xiao, Yukang Chen, Liuning He, Kelly Peng, Yao Lu, Song Han Title: StreamingVLM: Real-Time Understanding for Infinite Video Streams Arxiv: http://arxiv.org/abs/2510.09608v1 Abstract: Vision-language models (VLMs) could power real-time assistants and autonomous agents, but they face a critical challenge:

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24:41

Webscale-RL: Automated Data Pipeline for Scaling RL...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Zhepeng Cen, Haolin Chen, Shiyu Wang, Zuxin Liu, Zhiwei Liu, Ding Zhao, Silvio Savarese, Caiming Xiong, Huan Wang, Weiran Yao Title: Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels Arxiv: http://arxiv.org/abs/2510.06499v1 Abstract: Large Language Models (LLMs) have achieved remarkable success through imitation

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22:59

BigCodeArena: Unveiling More Reliable Human...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 22 | cs.SE, cs.AI, cs.CL Authors: Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen Gong, Bhupesh Bishnoi, Vaisakhi Mishra, Marek Suppa, Noah Ziems, Saiteja Utpala, Ming Xu, Guangyu Song, Kaixin Li, Yuhan Cao, Bo Liu, Zheng Liu, Sabina Abdurakhmanova, Wenhao Yu, Mengzhao Jia, Jihan Yao, Kenneth Hamilton, Kumar Shridhar, Minh Chien Vu, Dingmin Wang, Jiawei Liu, Zijian Wang, Qian Liu, Binyuan Hui, Meg Risdal, Ahsen

en

24:42

R-Horizon: How Far Can Your Large Reasoning Model...

Daily Paper Cast ·

2025/10/14

🤗 Upvotes: 22 | cs.AI, cs.CL Authors: Yi Lu, Jianing Wang, Linsen Guo, Wei He, Hongyin Tang, Tao Gui, Xuanjing Huang, Xuezhi Cao, Wei Wang, Xunliang Cai Title: R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Arxiv: http://arxiv.org/abs/2510.08189v1 Abstract: Recent trends in test-time scaling for reasoning models (e.g., OpenAI o1, DeepSeek-R1)

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22:45

Agent Learning via Early Experience

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 124 | cs.AI, cs.CL, cs.IR, cs.LGAuthors: Kai Zhang, Xiangchao Chen, Bo Liu, Tianci Xue, Zeyi Liao, Zhihan Liu, Xiyao Wang, Yuting Ning, Zhaorun Chen, Xiaohan Fu, Jian Xie, Yuxuan Sun, Boyu Gou, Qi Qi, Zihang Meng, Jianwei Yang, Ning Zhang, Xian Li, Ashish Shah, Dat Huynh, Hengduo Li, Zi Yang, Sara Cao, Lawrence Jang, Shuyan Zhou, Jiacheng Zhu, Huan Sun, Jason Weston, Yu Su, Yifan Wu Title: Agent Learning via Early

en

21:36

MM-HELIX: Boosting Multimodal Long-Chain Reflective...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 92 | cs.CV Authors: Xiangyu Zhao, Junming Lin, Tianhao Liang, Yifan Zhou, Wenhao Chai, Yuzhe Gu, Weiyun Wang, Kai Chen, Gen Luo, Wenwei Zhang, Junchi Yan, Hua Yang, Haodong Duan, Xue Yang Title: MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization Arxiv: http://arxiv.org/abs/2510.08540v1 Abstract:

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24:07

MemMamba: Rethinking Memory Patterns in State Space...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 56 | cs.LG, cs.AI, cs.CL Authors: Youjin Wang, Yangjingyi Chen, Jiahao Yan, Jiaxuan Lu, Xiao Sun Title: MemMamba: Rethinking Memory Patterns in State Space Model Arxiv: http://arxiv.org/abs/2510.03279v1 Abstract: With the explosive growth of data, long-sequence modeling has become increasingly important in tasks such as natural language processing and bioinformatics

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26:06

UniVideo: Unified Understanding, Generation, and...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 47 | cs.CV Authors: Cong Wei, Quande Liu, Zixuan Ye, Qiulin Wang, Xintao Wang, Pengfei Wan, Kun Gai, Wenhu Chen Title: UniVideo: Unified Understanding, Generation, and Editing for Videos Arxiv: http://arxiv.org/abs/2510.08377v1 Abstract: Unified multimodal models have shown promising results in multimodal content generation and editing but remain largely limited to

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26:23

From What to Why: A Multi-Agent System for...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 42 | cs.AI, cs.CL Authors: Cheng Yang, Jiaxuan Lu, Haiyuan Wan, Junchi Yu, Feiwei Qin Title: From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning Arxiv: http://arxiv.org/abs/2509.23768v1 Abstract: The chemical reaction recommendation is to select proper reaction condition parameters for chemical reactions, which is pivotal to

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21:23

When Thoughts Meet Facts: Reusable Reasoning for...

Daily Paper Cast ·

2025/10/11

🤗 Upvotes: 38 | cs.CL, cs.AI, cs.LG Authors: Soyeong Jeong, Taehee Jung, Sung Ju Hwang, Joo-Kyung Kim, Dongyeop Kang Title: When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs Arxiv: http://arxiv.org/abs/2510.07499v1 Abstract: Recent Long-Context Language Models (LCLMs) can process hundreds of thousands of tokens in a single prompt, enabling new opportunities for

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1,357 results

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