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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

22:12

CoDA: Coding LM via Diffusion Adaptation

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 25 | cs.LG, cs.AI, I.2.7 Authors: Haolin Chen, Shiyu Wang, Can Qin, Bo Pang, Zuxin Liu, Jielin Qiu, Jianguo Zhang, Yingbo Zhou, Zeyuan Chen, Ran Xu, Shelby Heinecke, Silvio Savarese, Caiming Xiong, Huan Wang, Weiran Yao Title: CoDA: Coding LM via Diffusion Adaptation Arxiv: http://arxiv.org/abs/2510.03270v1 Abstract: Diffusion language models promise bidirectional

en

24:54

Drax: Speech Recognition with Discrete Flow Matching

Daily Paper Cast ·

2025/10/09

🤗 Upvotes: 22 | eess.AS, cs.LG, cs.SD Authors: Aviv Navon, Aviv Shamsian, Neta Glazer, Yael Segal-Feldman, Gill Hetz, Joseph Keshet, Ethan Fetaya Title: Drax: Speech Recognition with Discrete Flow Matching Arxiv: http://arxiv.org/abs/2510.04162v1 Abstract: Diffusion and flow-based non-autoregressive (NAR) models have shown strong promise in large language modeling, however,

en

21:54

Paper2Video: Automatic Video Generation from...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 55 | cs.CV, cs.AI, cs.CL, cs.MA, cs.MMAuthors: Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou Title: Paper2Video: Automatic Video Generation from Scientific Papers Arxiv: http://arxiv.org/abs/2510.05096v1 Abstract: Academic presentation videos have become an essential medium for research communication, yet producing them remains highly labor-intensive, often requiring

en

25:31

MITS: Enhanced Tree Search Reasoning for LLMs via...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 35 | cs.AI Authors: Jiaxi Li, Yucheng Shi, Jin Lu, Ninghao Liu Title: MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information Arxiv: http://arxiv.org/abs/2510.03632v1 Abstract: Tree search has become as a representative framework for test-time reasoning with large language models (LLMs), exemplified by methods such as Tree-of-Thought and Monte

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26:25

Video-LMM Post-Training: A Deep Dive into Video...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 35 | cs.CV Authors: Yunlong Tang, Jing Bi, Pinxin Liu, Zhenyu Pan, Zhangyun Tan, Qianxiang Shen, Jiani Liu, Hang Hua, Junjia Guo, Yunzhong Xiao, Chao Huang, Zhiyuan Wang, Susan Liang, Xinyi Liu, Yizhi Song, Yuhe Nie, Jia-Xing Zhong, Bozheng Li, Daiqing Qi, Ziyun Zeng, Ali Vosoughi, Luchuan Song, Zeliang Zhang, Daiki Shimada, Han Liu, Jiebo Luo, Chenliang Xu Title: Video-LMM Post-Training: A Deep Dive into Video

en

22:20

VChain: Chain-of-Visual-Thought for Reasoning in...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 31 | cs.CV Authors: Ziqi Huang, Ning Yu, Gordon Chen, Haonan Qiu, Paul Debevec, Ziwei Liu Title: VChain: Chain-of-Visual-Thought for Reasoning in Video Generation Arxiv: http://arxiv.org/abs/2510.05094v1 Abstract: Recent video generation models can produce smooth and visually appealing clips, but they often struggle to synthesize complex dynamics with a coherent chain

en

20:49

Imperceptible Jailbreaking against Large Language Models

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 26 | cs.CL, cs.AI, cs.CR Authors: Kuofeng Gao, Yiming Li, Chao Du, Xin Wang, Xingjun Ma, Shu-Tao Xia, Tianyu Pang Title: Imperceptible Jailbreaking against Large Language Models Arxiv: http://arxiv.org/abs/2510.05025v1 Abstract: Jailbreaking attacks on the vision modality typically rely on imperceptible adversarial perturbations, whereas attacks on the textual

en

26:37

Agentic Context Engineering: Evolving Contexts for...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 25 | cs.LG, cs.AI, cs.CL Authors: Qizheng Zhang, Changran Hu, Shubhangi Upasani, Boyuan Ma, Fenglu Hong, Vamsidhar Kamanuru, Jay Rainton, Chen Wu, Mengmeng Ji, Hanchen Li, Urmish Thakker, James Zou, Kunle Olukotun Title: Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models Arxiv: http://arxiv.org/abs/2510.04618v1 Abstract: Large language

en

23:07

Hybrid Architectures for Language Models: Systematic...

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 23 | cs.CL Authors: Sangmin Bae, Bilge Acun, Haroun Habeeb, Seungyeon Kim, Chien-Yu Lin, Liang Luo, Junjie Wang, Carole-Jean Wu Title: Hybrid Architectures for Language Models: Systematic Analysis and Design Insights Arxiv: http://arxiv.org/abs/2510.04800v1 Abstract: Recent progress in large language models demonstrates that hybrid architectures--combining

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22:52

Optimal Scaling Needs Optimal Norm

Daily Paper Cast ·

2025/10/08

🤗 Upvotes: 22 | cs.LG, cs.AI, stat.ML Authors: Oleg Filatov, Jiangtao Wang, Jan Ebert, Stefan Kesselheim Title: Optimal Scaling Needs Optimal Norm Arxiv: http://arxiv.org/abs/2510.03871v1 Abstract: Despite recent progress in optimal hyperparameter transfer under model and dataset scaling, no unifying explanatory principle has been established. Using the Scion optimizer, we

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25:25

Apriel-1.5-15b-Thinker

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 78 | cs.AI Authors: Shruthan Radhakrishna, Aman Tiwari, Aanjaneya Shukla, Masoud Hashemi, Rishabh Maheshwary, Shiva Krishna Reddy Malay, Jash Mehta, Pulkit Pattnaik, Saloni Mittal, Khalil Slimi, Kelechi Ogueji, Akintunde Oladipo, Soham Parikh, Oluwanifemi Bamgbose, Toby Liang, Ahmed Masry, Khyati Mahajan, Sai Rajeswar Mudumba, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Torsten Scholak, Sagar Davasam, Srinivas Sunkara, Nicholas Chapados

en

22:02

Large Reasoning Models Learn Better Alignment from...

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 34 | cs.LG Authors: ShengYun Peng, Eric Smith, Ivan Evtimov, Song Jiang, Pin-Yu Chen, Hongyuan Zhan, Haozhu Wang, Duen Horng Chau, Mahesh Pasupuleti, Jianfeng Chi Title: Large Reasoning Models Learn Better Alignment from Flawed Thinking Arxiv: http://arxiv.org/abs/2510.00938v1 Abstract: Large reasoning models (LRMs) "think" by generating structured chain-of-thought

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21:42

Efficient Multi-modal Large Language Models via...

Daily Paper Cast ·

2025/10/07

🤗 Upvotes: 30 | cs.CV Authors: Zichen Wen, Shaobo Wang, Yufa Zhou, Junyuan Zhang, Qintong Zhang, Yifeng Gao, Zhaorun Chen, Bin Wang, Weijia Li, Conghui He, Linfeng Zhang Title: Efficient Multi-modal Large Language Models via Progressive Consistency Distillation Arxiv: http://arxiv.org/abs/2510.00515v1 Abstract: Visual tokens consume substantial computational resources in

en

29:31

LongCodeZip: Compress Long Context for Code Language...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 70 | cs.CL, cs.SEAuthors: Yuling Shi, Yichun Qian, Hongyu Zhang, Beijun Shen, Xiaodong Gu Title: LongCodeZip: Compress Long Context for Code Language Models Arxiv: http://arxiv.org/abs/2510.00446v1 Abstract: Code generation under long contexts is becoming increasingly critical as Large Language Models (LLMs) are required to reason over extensive information in the

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23:03

Self-Forcing++: Towards Minute-Scale High-Quality...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 61 | cs.CV, cs.AI Authors: Justin Cui, Jie Wu, Ming Li, Tao Yang, Xiaojie Li, Rui Wang, Andrew Bai, Yuanhao Ban, Cho-Jui Hsieh Title: Self-Forcing++: Towards Minute-Scale High-Quality Video Generation Arxiv: http://arxiv.org/abs/2510.02283v1 Abstract: Diffusion models have revolutionized image and video generation, achieving unprecedented visual quality. However,

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21:57

ExGRPO: Learning to Reason from Experience

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 50 | cs.LG, cs.AI, cs.CL Authors: Runzhe Zhan, Yafu Li, Zhi Wang, Xiaoye Qu, Dongrui Liu, Jing Shao, Derek F. Wong, Yu Cheng Title: ExGRPO: Learning to Reason from Experience Arxiv: http://arxiv.org/abs/2510.02245v1 Abstract: Reinforcement learning from verifiable rewards (RLVR) is an emerging paradigm for improving the reasoning ability of large language models

en

26:07

StealthAttack: Robust 3D Gaussian Splatting Poisoning...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 46 | cs.CV Authors: Bo-Hsu Ke, You-Zhe Xie, Yu-Lun Liu, Wei-Chen Chiu Title: StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions Arxiv: http://arxiv.org/abs/2510.02314v1 Abstract: 3D scene representation methods like Neural Radiance Fields (NeRF) and 3D Gaussian Splatting (3DGS) have significantly advanced novel view synthesis. As these

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20:55

Interactive Training: Feedback-Driven Neural Network...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 33 | cs.LG, cs.AI, cs.CL Authors: Wentao Zhang, Yang Young Lu, Yuntian Deng Title: Interactive Training: Feedback-Driven Neural Network Optimization Arxiv: http://arxiv.org/abs/2510.02297v1 Abstract: Traditional neural network training typically follows fixed, predefined optimization recipes, lacking the flexibility to dynamically respond to instabilities or emerging

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23:21

ModernVBERT: Towards Smaller Visual Document Retrievers

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 24 | cs.IR Authors: Paul Teiletche, Quentin Macé, Max Conti, Antonio Loison, Gautier Viaud, Pierre Colombo, Manuel Faysse Title: ModernVBERT: Towards Smaller Visual Document Retrievers Arxiv: http://arxiv.org/abs/2510.01149v1 Abstract: Multimodal embedding models are gaining prevalence, notably for document retrieval as efficient alternatives to text-only pipelines

en

30:49

StockBench: Can LLM Agents Trade Stocks Profitably In...

Daily Paper Cast ·

2025/10/04

🤗 Upvotes: 24 | cs.LG, cs.CL Authors: Yanxu Chen, Zijun Yao, Yantao Liu, Jin Ye, Jianing Yu, Lei Hou, Juanzi Li Title: StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? Arxiv: http://arxiv.org/abs/2510.02209v1 Abstract: Large language models (LLMs) have recently demonstrated strong capabilities as autonomous agents, showing promise in reasoning, tool use,

en

1,361 results

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