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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

23:50

SURGE: On the Potential of Large Language Models as...

Daily Paper Cast ·

2025/02/19

🤗 Upvotes: 11 | cs.LG, cs.CL Authors: Bohan Lyu, Siqiao Huang, Zichen Liang Title: SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors Arxiv: http://arxiv.org/abs/2502.11167v1 Abstract: Large language models (LLMs) have demonstrated remarkable capabilities in code-related tasks, such as code understanding and code generation. However, an

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22:49

Region-Adaptive Sampling for Diffusion Transformers

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 46 | cs.CV, cs.AI Authors: Ziming Liu, Yifan Yang, Chengruidong Zhang, Yiqi Zhang, Lili Qiu, Yang You, Yuqing Yang Title: Region-Adaptive Sampling for Diffusion Transformers Arxiv: http://arxiv.org/abs/2502.10389v1 Abstract: Diffusion models (DMs) have become the leading choice for generative tasks across diverse domains. However, their reliance on multiple sequential

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18:51

Large Language Diffusion Models

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 44 | cs.CL, cs.LG Authors: Shen Nie, Fengqi Zhu, Zebin You, Xiaolu Zhang, Jingyang Ou, Jun Hu, Jun Zhou, Yankai Lin, Ji-Rong Wen, Chongxuan Li Title: Large Language Diffusion Models Arxiv: http://arxiv.org/abs/2502.09992v1 Abstract: Autoregressive models (ARMs) are widely regarded as the cornerstone of large language models (LLMs). We challenge this notion by

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27:29

The Danger of Overthinking: Examining the...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 41 | cs.AI Authors: Alejandro Cuadron, Dacheng Li, Wenjie Ma, Xingyao Wang, Yichuan Wang, Siyuan Zhuang, Shu Liu, Luis Gaspar Schroeder, Tian Xia, Huanzhi Mao, Nicholas Thumiger, Aditya Desai, Ion Stoica, Ana Klimovic, Graham Neubig, Joseph E. Gonzalez Title: The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks Arxiv: http://arxiv.org/abs/2502.08235v1

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23:13

Step-Video-T2V Technical Report: The Practice,...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 38 | cs.CV, cs.CL Authors: Guoqing Ma, Haoyang Huang, Kun Yan, Liangyu Chen, Nan Duan, Shengming Yin, Changyi Wan, Ranchen Ming, Xiaoniu Song, Xing Chen, Yu Zhou, Deshan Sun, Deyu Zhou, Jian Zhou, Kaijun Tan, Kang An, Mei Chen, Wei Ji, Qiling Wu, Wen Sun, Xin Han, Yanan Wei, Zheng Ge, Aojie Li, Bin Wang, Bizhu Huang, Bo Wang, Brian Li, Changxing Miao, Chen Xu, Chenfei Wu, Chenguang Yu, Dapeng Shi, Dingyuan Hu, Enle Liu, Gang Yu, Ge Yang,

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22:33

ZeroBench: An Impossible Visual Benchmark for...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 27 | cs.CV Authors: Jonathan Roberts, Mohammad Reza Taesiri, Ansh Sharma, Akash Gupta, Samuel Roberts, Ioana Croitoru, Simion-Vlad Bogolin, Jialu Tang, Florian Langer, Vyas Raina, Vatsal Raina, Hanyi Xiong, Vishaal Udandarao, Jingyi Lu, Shiyang Chen, Sam Purkis, Tianshuo Yan, Wenye Lin, Gyungin Shin, Qiaochu Yang, Anh Totti Nguyen, Kai Han, Samuel Albanie Title: ZeroBench: An Impossible Visual Benchmark for

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23:35

MM-RLHF: The Next Step Forward in Multimodal LLM...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 22 | cs.CL, cs.CV Authors: Yi-Fan Zhang, Tao Yu, Haochen Tian, Chaoyou Fu, Peiyan Li, Jianshu Zeng, Wulin Xie, Yang Shi, Huanyu Zhang, Junkang Wu, Xue Wang, Yibo Hu, Bin Wen, Fan Yang, Zhang Zhang, Tingting Gao, Di Zhang, Liang Wang, Rong Jin, Tieniu Tan Title: MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Arxiv: http://arxiv.org/abs/2502.10391v1 Abstract:

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23:22

ImageRAG: Dynamic Image Retrieval for...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 12 | cs.CV, cs.GR Authors: Rotem Shalev-Arkushin, Rinon Gal, Amit H. Bermano, Ohad Fried Title: ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation Arxiv: http://arxiv.org/abs/2502.09411v1 Abstract: Diffusion models enable high-quality and diverse visual content synthesis. However, they struggle to generate rare or unseen concepts. To address this

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22:54

Diverse Inference and Verification for Advanced...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 11 | cs.AI Authors: Iddo Drori, Gaston Longhitano, Mao Mao, Seunghwan Hyun, Yuke Zhang, Sungjun Park, Zachary Meeks, Xin-Yu Zhang, Ben Segev, Howard Yong, Nakul Verma, Avi Shporer, Alon Amit, Madeleine Udell Title: Diverse Inference and Verification for Advanced Reasoning Arxiv: http://arxiv.org/abs/2502.09955v1 Abstract: Reasoning LLMs such as OpenAI o1, o3 and

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21:50

Precise Parameter Localization for Textual Generation...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 10 | cs.CV Authors: Łukasz Staniszewski, Bartosz Cywiński, Franziska Boenisch, Kamil Deja, Adam Dziedzic Title: Precise Parameter Localization for Textual Generation in Diffusion Models Arxiv: http://arxiv.org/abs/2502.09935v1 Abstract: Novel diffusion models can synthesize photo-realistic images with integrated high-quality text. Surprisingly, we demonstrate through

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17:24

DarwinLM: Evolutionary Structured Pruning of Large...

Daily Paper Cast ·

2025/02/18

🤗 Upvotes: 9 | cs.LG, cs.CL Authors: Shengkun Tang, Oliver Sieberling, Eldar Kurtic, Zhiqiang Shen, Dan Alistarh Title: DarwinLM: Evolutionary Structured Pruning of Large Language Models Arxiv: http://arxiv.org/abs/2502.07780v1 Abstract: Large Language Models (LLMs) have achieved significant success across various NLP tasks. However, their massive computational costs limit their

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21:13

InfiniteHiP: Extending Language Model Context Up to 3...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 62 | cs.CL, cs.LGAuthors: Heejun Lee, Geon Park, Jaduk Suh, Sung Ju Hwang Title: InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU Arxiv: http://arxiv.org/abs/2502.08910v1 Abstract: In modern large language models (LLMs), handling very long context lengths presents significant challenges as it causes slower inference speeds and

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21:39

The Stochastic Parrot on LLM's Shoulder: A Summative...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 35 | cs.CL, cs.AI, cs.CV, cs.LG Authors: Mo Yu, Lemao Liu, Junjie Wu, Tsz Ting Chung, Shunchi Zhang, Jiangnan Li, Dit-Yan Yeung, Jie Zhou Title: The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Arxiv: http://arxiv.org/abs/2502.08946v1 Abstract: In a systematic way, we investigate a widely asked question: Do LLMs really

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19:30

Skrr: Skip and Re-use Text Encoder Layers for Memory...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 28 | cs.LG, cs.AI, cs.CV Authors: Hoigi Seo, Wongi Jeong, Jae-sun Seo, Se Young Chun Title: Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation Arxiv: http://arxiv.org/abs/2502.08690v1 Abstract: Large-scale text encoders in text-to-image (T2I) diffusion models have demonstrated exceptional performance in generating high-quality

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22:10

SelfCite: Self-Supervised Alignment for Context...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.LG Authors: Yung-Sung Chuang, Benjamin Cohen-Wang, Shannon Zejiang Shen, Zhaofeng Wu, Hu Xu, Xi Victoria Lin, James Glass, Shang-Wen Li, Wen-tau Yih Title: SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models Arxiv: http://arxiv.org/abs/2502.09604v1 Abstract: We introduce SelfCite, a novel self-supervised approach

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20:16

Can this Model Also Recognize Dogs? Zero-Shot Model...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 21 | cs.LG, cs.CV Authors: Jonathan Kahana, Or Nathan, Eliahu Horwitz, Yedid Hoshen Title: Can this Model Also Recognize Dogs? Zero-Shot Model Search from Weights Arxiv: http://arxiv.org/abs/2502.09619v1 Abstract: With the increasing numbers of publicly available models, there are probably pretrained, online models for most tasks users require. However, current model

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25:02

An Open Recipe: Adapting Language-Specific LLMs to a...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 21 | cs.CL, cs.AI Authors: Kunat Pipatanakul, Pittawat Taveekitworachai, Potsawee Manakul, Kasima Tharnpipitchai Title: An Open Recipe: Adapting Language-Specific LLMs to a Reasoning Model in One Day via Model Merging Arxiv: http://arxiv.org/abs/2502.09056v1 Abstract: This paper investigates data selection and model merging methodologies aimed at incorporating

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21:04

EmbodiedBench: Comprehensive Benchmarking Multi-modal...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 20 | cs.AI, cs.CL, cs.CV Authors: Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang Title: EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents Arxiv: http://arxiv.org/abs/2502.09560v1 Abstract:

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18:15

Exploring the Potential of Encoder-free Architectures...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 17 | cs.CV, cs.AI, cs.CL Authors: Yiwen Tang, Zoey Guo, Zhuhao Wang, Ray Zhang, Qizhi Chen, Junli Liu, Delin Qu, Zhigang Wang, Dong Wang, Xuelong Li, Bin Zhao Title: Exploring the Potential of Encoder-free Architectures in 3D LMMs Arxiv: http://arxiv.org/abs/2502.09620v1 Abstract: Encoder-free architectures have been preliminarily explored in the 2D visual domain, yet

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22:48

CoSER: Coordinating LLM-Based Persona Simulation of...

Daily Paper Cast ·

2025/02/15

🤗 Upvotes: 16 | cs.CL, cs.AI Authors: Xintao Wang, Heng Wang, Yifei Zhang, Xinfeng Yuan, Rui Xu, Jen-tse Huang, Siyu Yuan, Haoran Guo, Jiangjie Chen, Wei Wang, Yanghua Xiao, Shuchang Zhou Title: CoSER: Coordinating LLM-Based Persona Simulation of Established Roles Arxiv: http://arxiv.org/abs/2502.09082v1 Abstract: Role-playing language agents (RPLAs) have emerged as promising

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1,967 results

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