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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

28:52

AIonopedia: an LLM agent orchestrating multimodal...

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 24 | cs.AI, cs.CE, cs.LG Authors: Yuqi Yin, Yibo Fu, Siyuan Wang, Peng Sun, Hongyu Wang, Xiaohui Wang, Lei Zheng, Zhiyong Li, Zhirong Liu, Jianji Wang, Zhaoxi Sun Title: AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery Arxiv: http://arxiv.org/abs/2511.11257v1 Abstract: The discovery of novel Ionic Liquids (ILs) is hindered by

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21:16

LiteAttention: A Temporal Sparse Attention for...

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 23 | cs.CV, cs.AI Authors: Dor Shmilovich, Tony Wu, Aviad Dahan, Yuval Domb Title: LiteAttention: A Temporal Sparse Attention for Diffusion Transformers Arxiv: http://arxiv.org/abs/2511.11062v1 Abstract: Diffusion Transformers, particularly for video generation, achieve remarkable quality but suffer from quadratic attention complexity, leading to prohibitive latency

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22:36

Virtual Width Networks

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 23 | cs.LG, cs.AI Authors: Seed, Baisheng Li, Banggu Wu, Bole Ma, Bowen Xiao, Chaoyi Zhang, Cheng Li, Chengyi Wang, Chenyin Xu, Chi Zhang, Chong Hu, Daoguang Zan, Defa Zhu, Dongyu Xu, Du Li, Faming Wu, Fan Xia, Ge Zhang, Guang Shi, Haobin Chen, Hongyu Zhu, Hongzhi Huang, Huan Zhou, Huanzhang Dou, Jianhui Duan, Jianqiao Lu, Jianyu Jiang, Jiayi Xu, Jiecao Chen, Jin Chen, Jin Ma, Jing Su, Jingji Chen, Jun Wang, Jun Yuan, Juncai Liu, Jundong

en

22:00

One Small Step in Latent, One Giant Leap for Pixels:...

Daily Paper Cast ·

2025/11/15

🤗 Upvotes: 55 | cs.CVAuthors: Aleksandr Razin, Danil Kazantsev, Ilya Makarov Title: One Small Step in Latent, One Giant Leap for Pixels: Fast Latent Upscale Adapter for Your Diffusion Models Arxiv: http://arxiv.org/abs/2511.10629v1 Abstract: Diffusion models struggle to scale beyond their training resolutions, as direct high-resolution sampling is slow and costly, while

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25:56

PAN: A World Model for General, Interactable, and...

Daily Paper Cast ·

2025/11/15

🤗 Upvotes: 32 | cs.CV, cs.AI, cs.CL, cs.LG Authors: PAN Team, Jiannan Xiang, Yi Gu, Zihan Liu, Zeyu Feng, Qiyue Gao, Yiyan Hu, Benhao Huang, Guangyi Liu, Yichi Yang, Kun Zhou, Davit Abrahamyan, Arif Ahmad, Ganesh Bannur, Junrong Chen, Kimi Chen, Mingkai Deng, Ruobing Han, Xinqi Huang, Haoqiang Kang, Zheqi Li, Enze Ma, Hector Ren, Yashowardhan Shinde, Rohan Shingre, Ramsundar Tanikella, Kaiming Tao, Dequan Yang, Xinle Yu, Cong Zeng, Binglin Zhou,

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27:35

UniVA: Universal Video Agent towards Open-Source...

Daily Paper Cast ·

2025/11/15

🤗 Upvotes: 26 | cs.CV Authors: Zhengyang Liang, Daoan Zhang, Huichi Zhou, Rui Huang, Bobo Li, Yuechen Zhang, Shengqiong Wu, Xiaohan Wang, Jiebo Luo, Lizi Liao, Hao Fei Title: UniVA: Universal Video Agent towards Open-Source Next-Generation Video Generalist Arxiv: http://arxiv.org/abs/2511.08521v1 Abstract: While specialized AI models excel at isolated video tasks like generation

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25:22

Too Good to be Bad: On the Failure of LLMs to...

Daily Paper Cast ·

2025/11/11

🤗 Upvotes: 34 | cs.CL, cs.AIAuthors: Zihao Yi, Qingxuan Jiang, Ruotian Ma, Xingyu Chen, Qu Yang, Mengru Wang, Fanghua Ye, Ying Shen, Zhaopeng Tu, Xiaolong Li, Linus Title: Too Good to be Bad: On the Failure of LLMs to Role-Play Villains Arxiv: http://arxiv.org/abs/2511.04962v1 Abstract: Large Language Models (LLMs) are increasingly tasked with creative generation, including the

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26:21

DeepEyesV2: Toward Agentic Multimodal Model

Daily Paper Cast ·

2025/11/11

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Jack Hong, Chenxiao Zhao, ChengLin Zhu, Weiheng Lu, Guohai Xu, Xing Yu Title: DeepEyesV2: Toward Agentic Multimodal Model Arxiv: http://arxiv.org/abs/2511.05271v1 Abstract: Agentic multimodal models should not only comprehend text and images, but also actively invoke external tools, such as code execution environments and web search, and

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24:14

Visual Spatial Tuning

Daily Paper Cast ·

2025/11/11

🤗 Upvotes: 30 | cs.CV Authors: Rui Yang, Ziyu Zhu, Yanwei Li, Jingjia Huang, Shen Yan, Siyuan Zhou, Zhe Liu, Xiangtai Li, Shuangye Li, Wenqian Wang, Yi Lin, Hengshuang Zhao Title: Visual Spatial Tuning Arxiv: http://arxiv.org/abs/2511.05491v1 Abstract: Capturing spatial relationships from visual inputs is a cornerstone of human-like general intelligence. Several previous studies

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22:55

VeriCoT: Neuro-symbolic Chain-of-Thought Validation...

Daily Paper Cast ·

2025/11/11

🤗 Upvotes: 26 | cs.AI, cs.CL Authors: Yu Feng, Nathaniel Weir, Kaj Bostrom, Sam Bayless, Darion Cassel, Sapana Chaudhary, Benjamin Kiesl-Reiter, Huzefa Rangwala Title: VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks Arxiv: http://arxiv.org/abs/2511.04662v1 Abstract: LLMs can perform multi-step reasoning through Chain-of-Thought (CoT), but they

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24:22

Thinking with Video: Video Generation as a Promising...

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 127 | cs.CV, cs.CLAuthors: Jingqi Tong, Yurong Mou, Hangcheng Li, Mingzhe Li, Yongzhuo Yang, Ming Zhang, Qiguang Chen, Tianyi Liang, Xiaomeng Hu, Yining Zheng, Xinchi Chen, Jun Zhao, Xuanjing Huang, Xipeng Qiu Title: Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Arxiv: http://arxiv.org/abs/2511.04570v1 Abstract: "Thinking with

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21:01

V-Thinker: Interactive Thinking with Images

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 66 | cs.CV Authors: Runqi Qiao, Qiuna Tan, Minghan Yang, Guanting Dong, Peiqing Yang, Shiqiang Lang, Enhui Wan, Xiaowan Wang, Yida Xu, Lan Yang, Chong Sun, Chen Li, Honggang Zhang Title: V-Thinker: Interactive Thinking with Images Arxiv: http://arxiv.org/abs/2511.04460v1 Abstract: Empowering Large Multimodal Models (LMMs) to deeply integrate image interaction with

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23:00

Scaling Agent Learning via Experience Synthesis

Daily Paper Cast ·

2025/11/08

🤗 Upvotes: 51 | cs.AI Authors: Zhaorun Chen, Zhuokai Zhao, Kai Zhang, Bo Liu, Qi Qi, Yifan Wu, Tarun Kalluri, Sara Cao, Yuanhao Xiong, Haibo Tong, Huaxiu Yao, Hengduo Li, Jiacheng Zhu, Xian Li, Dawn Song, Bo Li, Jason Weston, Dat Huynh Title: Scaling Agent Learning via Experience Synthesis Arxiv: http://arxiv.org/abs/2511.03773v1 Abstract: While reinforcement learning (RL) can

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22:27

Diffusion Language Models are Super Data Learners

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 67 | cs.LGAuthors: Jinjie Ni, Qian Liu, Longxu Dou, Chao Du, Zili Wang, Hang Yan, Tianyu Pang, Michael Qizhe Shieh Title: Diffusion Language Models are Super Data Learners Arxiv: http://arxiv.org/abs/2511.03276v1 Abstract: Under strictly controlled pre-training settings, we observe a Crossover: when unique data is limited, diffusion language models (DLMs)

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25:51

LEGO-Eval: Towards Fine-Grained Evaluation on...

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 39 | cs.CL Authors: Gyeom Hwangbo, Hyungjoo Chae, Minseok Kang, Hyeonjong Ju, Soohyun Oh, Jinyoung Yeo Title: LEGO-Eval: Towards Fine-Grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation Arxiv: http://arxiv.org/abs/2511.03001v1 Abstract: Despite recent progress in using Large Language Models (LLMs) for automatically generating 3D scenes,

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23:19

UniAVGen: Unified Audio and Video Generation with...

Daily Paper Cast ·

2025/11/07

🤗 Upvotes: 39 | cs.CV Authors: Guozhen Zhang, Zixiang Zhou, Teng Hu, Ziqiao Peng, Youliang Zhang, Yi Chen, Yuan Zhou, Qinglin Lu, Limin Wang Title: UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions Arxiv: http://arxiv.org/abs/2511.03334v1 Abstract: Due to the lack of effective cross-modal modeling, existing open-source audio-video generation

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28:20

Don't Blind Your VLA: Aligning Visual Representations...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 71 | cs.LG, cs.AI, cs.ROAuthors: Nikita Kachaev, Mikhail Kolosov, Daniil Zelezetsky, Alexey K. Kovalev, Aleksandr I. Panov Title: Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization Arxiv: http://arxiv.org/abs/2510.25616v1 Abstract: The growing success of Vision-Language-Action (VLA) models stems from the promise that pretrained

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21:54

VCode: a Multimodal Coding Benchmark with SVG as...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 65 | cs.CV, cs.CL Authors: Kevin Qinghong Lin, Yuhao Zheng, Hangyu Ran, Dantong Zhu, Dongxing Mao, Linjie Li, Philip Torr, Alex Jinpeng Wang Title: VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation Arxiv: http://arxiv.org/abs/2511.02778v1 Abstract: Code has emerged as a precise and executable medium for reasoning and action in the agent

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24:13

When Visualizing is the First Step to Reasoning:...

Daily Paper Cast ·

2025/11/06

🤗 Upvotes: 42 | cs.CV Authors: Yiyang Zhou, Haoqin Tu, Zijun Wang, Zeyu Wang, Niklas Muennighoff, Fan Nie, Yejin Choi, James Zou, Chaorui Deng, Shen Yan, Haoqi Fan, Cihang Xie, Huaxiu Yao, Qinghao Ye Title: When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought Arxiv: http://arxiv.org/abs/2511.02779v1 Abstract: We propose MIRA, a new

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24:08

Every Activation Boosted: Scaling General Reasoner to...

Daily Paper Cast ·

2025/11/05

🤗 Upvotes: 61 | cs.CL, cs.AIAuthors: Ling-Team, Ang Li, Ben Liu, Binbin Hu, Bing Li, Bingwei Zeng, Borui Ye, Caizhi Tang, Changxin Tian, Chao Huang, Chao Zhang, Chen Qian, Chenchen Ju, Chenchen Li, Chengfu Tang, Chili Fu, Chunshao Ren, Chunwei Wu, Cong Zhang, Cunyin Peng, Dafeng Xu, Daixin Wang, Dalong Zhang, Dingnan Jin, Dingyuan Zhu, Dongke Hu, Fangzheng Zhao, Feifan Wu, Feng Zhu, Gangshan Wang, Haitao Zhang, Hailin Zhao, Hanxiao Zhang, Hanzi Wang,

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1,967 results

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