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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

MinMo: A Multimodal Large Language Model for Seamless...

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 21 | cs.CL, cs.AI, cs.HC, cs.SD, eess.AS Authors: Qian Chen, Yafeng Chen, Yanni Chen, Mengzhe Chen, Yingda Chen, Chong Deng, Zhihao Du, Ruize Gao, Changfeng Gao, Zhifu Gao, Yabin Li, Xiang Lv, Jiaqing Liu, Haoneng Luo, Bin Ma, Chongjia Ni, Xian Shi, Jialong Tang, Hui Wang, Hao Wang, Wen Wang, Yuxuan Wang, Yunlan Xu, Fan Yu, Zhijie Yan, Yexin Yang, Baosong Yang, Xian Yang, Guanrou Yang, Tianyu Zhao, Qinglin Zhang, Shiliang Zhang, Nan Zhao,

en

21:43

VideoAuteur: Towards Long Narrative Video Generation

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 21 | cs.CV Authors: Junfei Xiao, Feng Cheng, Lu Qi, Liangke Gui, Jiepeng Cen, Zhibei Ma, Alan Yuille, Lu Jiang Title: VideoAuteur: Towards Long Narrative Video Generation Arxiv: http://arxiv.org/abs/2501.06173v1 Abstract: Recent video generation models have shown promising results in producing high-quality video clips lasting several seconds. However, these models

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24:56

O1 Replication Journey -- Part 3: Inference-time...

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 18 | cs.CL Authors: Zhongzhen Huang, Gui Geng, Shengyi Hua, Zhen Huang, Haoyang Zou, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang Title: O1 Replication Journey -- Part 3: Inference-time Scaling for Medical Reasoning Arxiv: http://arxiv.org/abs/2501.06458v1 Abstract: Building upon our previous investigations of O1 replication (Part 1: Journey Learning [Qin et al., 2024]

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24:03

WebWalker: Benchmarking LLMs in Web Traversal

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 16 | cs.CL, cs.AI Authors: Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang Title: WebWalker: Benchmarking LLMs in Web Traversal Arxiv: http://arxiv.org/abs/2501.07572v2 Abstract: Retrieval-augmented generation (RAG) demonstrates remarkable performance across tasks in open-domain

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20:43

SPAM: Spike-Aware Adam with Momentum Reset for Stable...

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 12 | cs.LG, cs.AI, cs.CL Authors: Tianjin Huang, Ziquan Zhu, Gaojie Jin, Lu Liu, Zhangyang Wang, Shiwei Liu Title: SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training Arxiv: http://arxiv.org/abs/2501.06842v1 Abstract: Large Language Models (LLMs) have demonstrated exceptional performance across diverse tasks, yet their training remains highly

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21:50

UnCommon Objects in 3D

Daily Paper Cast ·

2025/01/15

🤗 Upvotes: 8 | cs.CV, cs.AI, cs.GR Authors: Xingchen Liu, Piyush Tayal, Jianyuan Wang, Jesus Zarzar, Tom Monnier, Konstantinos Tertikas, Jiali Duan, Antoine Toisoul, Jason Y. Zhang, Natalia Neverova, Andrea Vedaldi, Roman Shapovalov, David Novotny Title: UnCommon Objects in 3D Arxiv: http://arxiv.org/abs/2501.07574v1 Abstract: We introduce Uncommon Objects in 3D (uCO3D), a new

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22:20

VideoRAG: Retrieval-Augmented Generation over Video...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 43 | cs.CV, cs.AI, cs.CL, cs.IR, cs.LG Authors: Soyeong Jeong, Kangsan Kim, Jinheon Baek, Sung Ju Hwang Title: VideoRAG: Retrieval-Augmented Generation over Video Corpus Arxiv: http://arxiv.org/abs/2501.05874v1 Abstract: Retrieval-Augmented Generation (RAG) is a powerful strategy to address the issue of generating factually incorrect outputs in foundation models by

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22:27

OVO-Bench: How Far is Your Video-LLMs from Real-World...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 29 | cs.CV, cs.AI Authors: Yifei Li, Junbo Niu, Ziyang Miao, Chunjiang Ge, Yuanhang Zhou, Qihao He, Xiaoyi Dong, Haodong Duan, Shuangrui Ding, Rui Qian, Pan Zhang, Yuhang Zang, Yuhang Cao, Conghui He, Jiaqi Wang Title: OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding? Arxiv: http://arxiv.org/abs/2501.05510v1 Abstract: Temporal

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27:51

Enabling Scalable Oversight via Self-Evolving Critic

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.LG Authors: Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang, Tianyu Liu, Bowen Yu, Junyang Lin Title: Enabling Scalable Oversight via Self-Evolving Critic Arxiv: http://arxiv.org/abs/2501.05727v1 Abstract: Despite their remarkable performance, the development of Large Language Models (LLMs)

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21:58

Migician: Revealing the Magic of Free-Form...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 14 | cs.CL, cs.AI, cs.CV Authors: You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun Title: Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models Arxiv: http://arxiv.org/abs/2501.05767v2 Abstract: The recent advancement of Multimodal Large Language

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22:48

ReFocus: Visual Editing as a Chain of Thought for...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 10 | cs.CV, cs.CL Authors: Xingyu Fu, Minqian Liu, Zhengyuan Yang, John Corring, Yijuan Lu, Jianwei Yang, Dan Roth, Dinei Florencio, Cha Zhang Title: ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding Arxiv: http://arxiv.org/abs/2501.05452v1 Abstract: Structured image understanding, such as interpreting tables and charts, requires

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23:39

ConceptMaster: Multi-Concept Video Customization on...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 10 | cs.CV Authors: Yuzhou Huang, Ziyang Yuan, Quande Liu, Qiulin Wang, Xintao Wang, Ruimao Zhang, Pengfei Wan, Di Zhang, Kun Gai Title: ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning Arxiv: http://arxiv.org/abs/2501.04698v1 Abstract: Text-to-video generation has made remarkable advancements through diffusion

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22:24

Multiagent Finetuning: Self Improvement with Diverse...

Daily Paper Cast ·

2025/01/14

🤗 Upvotes: 8 | cs.CL, cs.AI, cs.LG Authors: Vighnesh Subramaniam, Yilun Du, Joshua B. Tenenbaum, Antonio Torralba, Shuang Li, Igor Mordatch Title: Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains Arxiv: http://arxiv.org/abs/2501.05707v1 Abstract: Large language models (LLMs) have achieved remarkable performance in recent years but are fundamentally limited

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20:12

The GAN is dead; long live the GAN! A Modern GAN...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 27 | cs.LG, cs.CVAuthors: Yiwen Huang, Aaron Gokaslan, Volodymyr Kuleshov, James Tompkin Title: The GAN is dead; long live the GAN! A Modern GAN Baseline Arxiv: http://arxiv.org/abs/2501.05441v1 Abstract: There is a widely-spread claim that GANs are difficult to train, and GAN architectures in the literature are littered with empirical tricks. We provide evidence

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21:47

An Empirical Study of Autoregressive Pre-training...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 17 | cs.CV, cs.AI Authors: Jathushan Rajasegaran, Ilija Radosavovic, Rahul Ravishankar, Yossi Gandelsman, Christoph Feichtenhofer, Jitendra Malik Title: An Empirical Study of Autoregressive Pre-training from Videos Arxiv: http://arxiv.org/abs/2501.05453v1 Abstract: We empirically study autoregressive pre-training from videos. To perform our study, we construct a

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21:45

Are VLMs Ready for Autonomous Driving? An Empirical...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 10 | cs.CV, cs.RO Authors: Shaoyuan Xie, Lingdong Kong, Yuhao Dong, Chonghao Sima, Wenwei Zhang, Qi Alfred Chen, Ziwei Liu, Liang Pan Title: Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives Arxiv: http://arxiv.org/abs/2501.04003v1 Abstract: Recent advancements in Vision-Language Models (VLMs) have sparked

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24:10

Entropy-Guided Attention for Private LLMs

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 6 | cs.LG, cs.CR Authors: Nandan Kumar Jha, Brandon Reagen Title: Entropy-Guided Attention for Private LLMs Arxiv: http://arxiv.org/abs/2501.03489v2 Abstract: The pervasiveness of proprietary language models has raised critical privacy concerns, necessitating advancements in private inference (PI), where computations are performed directly on encrypted data without

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19:15

On Computational Limits and Provably Efficient...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 5 | cs.LG, cs.AI, cs.CC, cs.CV Authors: Yekun Ke, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song Title: On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis Arxiv: http://arxiv.org/abs/2501.04377v1 Abstract: Recently, Visual Autoregressive ($\mathsf{VAR}$) Models introduced a

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22:09

Centurio: On Drivers of Multilingual Ability of Large...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 5 | cs.CL, cs.CV Authors: Gregor Geigle, Florian Schneider, Carolin Holtermann, Chris Biemann, Radu Timofte, Anne Lauscher, Goran Glavaš Title: Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model Arxiv: http://arxiv.org/abs/2501.05122v1 Abstract: Most Large Vision-Language Models (LVLMs) to date are trained predominantly on English data, which

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21:42

SWE-Fixer: Training Open-Source LLMs for Effective...

Daily Paper Cast ·

2025/01/11

🤗 Upvotes: 4 | cs.CL Authors: Chengxing Xie, Bowen Li, Chang Gao, He Du, Wai Lam, Difan Zou, Kai Chen Title: SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution Arxiv: http://arxiv.org/abs/2501.05040v1 Abstract: Large Language Models (LLMs) have demonstrated remarkable proficiency across a variety of complex tasks. One significant application

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1,967 results

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