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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

22:11

MM-IFEngine: Towards Multimodal Instruction Following

Daily Paper Cast ·

2025/04/12

🤗 Upvotes: 26 | cs.CV Authors: Shengyuan Ding, Shenxi Wu, Xiangyu Zhao, Yuhang Zang, Haodong Duan, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Dahua Lin, Jiaqi Wang Title: MM-IFEngine: Towards Multimodal Instruction Following Arxiv: http://arxiv.org/abs/2504.07957v1 Abstract: The Instruction Following (IF) ability measures how well Multi-modal Large Language Models (MLLMs) understand

en

22:40

HoloPart: Generative 3D Part Amodal Segmentation

Daily Paper Cast ·

2025/04/12

🤗 Upvotes: 23 | cs.CV Authors: Yunhan Yang, Yuan-Chen Guo, Yukun Huang, Zi-Xin Zou, Zhipeng Yu, Yangguang Li, Yan-Pei Cao, Xihui Liu Title: HoloPart: Generative 3D Part Amodal Segmentation Arxiv: http://arxiv.org/abs/2504.07943v1 Abstract: 3D part amodal segmentation--decomposing a 3D shape into complete, semantically meaningful parts, even when occluded--is a challenging but

en

19:49

DDT: Decoupled Diffusion Transformer

Daily Paper Cast ·

2025/04/11

🤗 Upvotes: 51 | cs.CV, cs.AIAuthors: Shuai Wang, Zhi Tian, Weilin Huang, Limin Wang Title: DDT: Decoupled Diffusion Transformer Arxiv: http://arxiv.org/abs/2504.05741v2 Abstract: Diffusion transformers have demonstrated remarkable generation quality, albeit requiring longer training iterations and numerous inference steps. In each denoising step, diffusion transformers encode

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20:51

OLMoTrace: Tracing Language Model Outputs Back to...

Daily Paper Cast ·

2025/04/11

🤗 Upvotes: 43 | cs.CL Authors: Jiacheng Liu, Taylor Blanton, Yanai Elazar, Sewon Min, YenSung Chen, Arnavi Chheda-Kothary, Huy Tran, Byron Bischoff, Eric Marsh, Michael Schmitz, Cassidy Trier, Aaron Sarnat, Jenna James, Jon Borchardt, Bailey Kuehl, Evie Cheng, Karen Farley, Sruthi Sreeram, Taira Anderson, David Albright, Carissa Schoenick, Luca Soldaini, Dirk Groeneveld, Rock Yuren Pang, Pang Wei Koh, Noah A. Smith, Sophie Lebrecht, Yejin Choi,

en

21:06

A Unified Agentic Framework for Evaluating...

Daily Paper Cast ·

2025/04/11

🤗 Upvotes: 25 | cs.CV, cs.CL Authors: Jifang Wang, Xue Yang, Longyue Wang, Zhenran Xu, Yiyu Wang, Yaowei Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang Title: A Unified Agentic Framework for Evaluating Conditional Image Generation Arxiv: http://arxiv.org/abs/2504.07046v1 Abstract: Conditional image generation has gained significant attention for its ability to personalize

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23:13

Missing Premise exacerbates Overthinking: Are...

Daily Paper Cast ·

2025/04/11

🤗 Upvotes: 24 | cs.AI, cs.CL, cs.LG Authors: Chenrui Fan, Ming Li, Lichao Sun, Tianyi Zhou Title: Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill? Arxiv: http://arxiv.org/abs/2504.06514v1 Abstract: We find that the response length of reasoning LLMs, whether trained by reinforcement learning or supervised learning, drastically

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21:36

OmniSVG: A Unified Scalable Vector Graphics...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 91 | cs.CVAuthors: Yiying Yang, Wei Cheng, Sijin Chen, Xianfang Zeng, Jiaxu Zhang, Liao Wang, Gang Yu, Xingjun Ma, Yu-Gang Jiang Title: OmniSVG: A Unified Scalable Vector Graphics Generation Model Arxiv: http://arxiv.org/abs/2504.06263v1 Abstract: Scalable Vector Graphics (SVG) is an important image format widely adopted in graphic design because of their resolution

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24:23

Hogwild! Inference: Parallel LLM Generation via...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 73 | cs.LG, cs.CL Authors: Gleb Rodionov, Roman Garipov, Alina Shutova, George Yakushev, Vage Egiazarian, Anton Sinitsin, Denis Kuznedelev, Dan Alistarh Title: Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Arxiv: http://arxiv.org/abs/2504.06261v2 Abstract: Large Language Models (LLMs) have demonstrated the ability to tackle increasingly complex

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23:07

Skywork R1V: Pioneering Multimodal Reasoning with...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 62 | cs.CV, cs.CL Authors: Yi Peng, Chris, Xiaokun Wang, Yichen Wei, Jiangbo Pei, Weijie Qiu, Ai Jian, Yunzhuo Hao, Jiachun Pan, Tianyidan Xie, Li Ge, Rongxian Zhuang, Xuchen Song, Yang Liu, Yahui Zhou Title: Skywork R1V: Pioneering Multimodal Reasoning with Chain-of-Thought Arxiv: http://arxiv.org/abs/2504.05599v1 Abstract: We introduce Skywork R1V, a multimodal

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22:27

An Empirical Study of GPT-4o Image Generation...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 50 | cs.CV Authors: Sixiang Chen, Jinbin Bai, Zhuoran Zhao, Tian Ye, Qingyu Shi, Donghao Zhou, Wenhao Chai, Xin Lin, Jianzong Wu, Chao Tang, Shilin Xu, Tao Zhang, Haobo Yuan, Yikang Zhou, Wei Chow, Linfeng Li, Xiangtai Li, Lei Zhu, Lu Qi Title: An Empirical Study of GPT-4o Image Generation Capabilities Arxiv: http://arxiv.org/abs/2504.05979v1 Abstract: The landscape

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21:42

COIG-P: A High-Quality and Large-Scale Chinese...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 36 | cs.CL Authors: M-A-P Team, Siwei Wu, Jincheng Ren, Xinrun Du, Shuyue Guo, Xingwei Qu, Yiming Liang, Jie Liu, Yunwen Li, Tianyu Zheng, Boyu Feng, Huaqing Yuan, Zenith Wang, Jiaheng Liu, Wenhao Huang, Chenglin Cai, Haoran Que, Jian Yang, Yuelin Bai, Zekun Moore Wang, Zhouliang Yu, Qunshu Lin, Ding Pan, Yuchen Jiang, Tiannan Wang, Wangchunshu Zhou, Shenzhi Wang, Xingyuan Bu, Minghao Liu, Guoyin Wang, Ge Zhang, Chenghua Lin

en

21:12

Less-to-More Generalization: Unlocking More...

Daily Paper Cast ·

2025/04/10

🤗 Upvotes: 27 | cs.CV, cs.LG Authors: Shaojin Wu, Mengqi Huang, Wenxu Wu, Yufeng Cheng, Fei Ding, Qian He Title: Less-to-More Generalization: Unlocking More Controllability by In-Context Generation Arxiv: http://arxiv.org/abs/2504.02160v1 Abstract: Although subject-driven generation has been extensively explored in image generation due to its wide applications, it still has

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25:38

SmolVLM: Redefining small and efficient multimodal...

Daily Paper Cast ·

2025/04/09

🤗 Upvotes: 96 | cs.AI, cs.CVAuthors: Andrés Marafioti, Orr Zohar, Miquel Farré, Merve Noyan, Elie Bakouch, Pedro Cuenca, Cyril Zakka, Loubna Ben Allal, Anton Lozhkov, Nouamane Tazi, Vaibhav Srivastav, Joshua Lochner, Hugo Larcher, Mathieu Morlon, Lewis Tunstall, Leandro von Werra, Thomas Wolf Title: SmolVLM: Redefining small and efficient multimodal models Arxiv: http://arxiv.org/abs/2504.05299v1

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18:49

One-Minute Video Generation with Test-Time Training

Daily Paper Cast ·

2025/04/09

🤗 Upvotes: 61 | cs.CV Authors: Karan Dalal, Daniel Koceja, Gashon Hussein, Jiarui Xu, Yue Zhao, Youjin Song, Shihao Han, Ka Chun Cheung, Jan Kautz, Carlos Guestrin, Tatsunori Hashimoto, Sanmi Koyejo, Yejin Choi, Yu Sun, Xiaolong Wang Title: One-Minute Video Generation with Test-Time Training Arxiv: http://arxiv.org/abs/2504.05298v1 Abstract: Transformers today still struggle to

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21:39

Rethinking Reflection in Pre-Training

Daily Paper Cast ·

2025/04/09

🤗 Upvotes: 52 | cs.CL, cs.AI Authors: Essential AI, :, Darsh J Shah, Peter Rushton, Somanshu Singla, Mohit Parmar, Kurt Smith, Yash Vanjani, Ashish Vaswani, Adarsh Chaluvaraju, Andrew Hojel, Andrew Ma, Anil Thomas, Anthony Polloreno, Ashish Tanwer, Burhan Drak Sibai, Divya S Mansingka, Divya Shivaprasad, Ishaan Shah, Karl Stratos, Khoi Nguyen, Michael Callahan, Michael Pust, Mrinal Iyer, Philip Monk, Platon Mazarakis, Ritvik Kapila, Saurabh Srivastava,

en

21:41

URECA: Unique Region Caption Anything

Daily Paper Cast ·

2025/04/09

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Sangbeom Lim, Junwan Kim, Heeji Yoon, Jaewoo Jung, Seungryong Kim Title: URECA: Unique Region Caption Anything Arxiv: http://arxiv.org/abs/2504.05305v1 Abstract: Region-level captioning aims to generate natural language descriptions for specific image regions while highlighting their distinguishing features. However, existing methods

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20:45

T1: Tool-integrated Self-verification for Test-time...

Daily Paper Cast ·

2025/04/09

🤗 Upvotes: 29 | cs.CL, cs.AI Authors: Minki Kang, Jongwon Jeong, Jaewoong Cho Title: T1: Tool-integrated Self-verification for Test-time Compute Scaling in Small Language Models Arxiv: http://arxiv.org/abs/2504.04718v1 Abstract: Recent studies have demonstrated that test-time compute scaling effectively improves the performance of small language models (sLMs). However, prior

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25:44

Multi-SWE-bench: A Multilingual Benchmark for Issue...

Daily Paper Cast ·

2025/04/08

🤗 Upvotes: 30 | cs.SE, cs.AI, cs.CL Authors: Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Linhao Zhang, Shulin Xin, Lu Chen, Qi Liu, Xiaojian Zhong, Aoyan Li, Siyao Liu, Yongsheng Xiao, Liangqiang Chen, Yuyu Zhang, Jing Su, Tianyu Liu, Rui Long, Kai Shen, Liang Xiang Title: Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving Arxiv: http://arxiv.org/abs/2504.02605v1 Abstract:

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20:47

Advances and Challenges in Foundation Agents: From...

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 98 | cs.AI Authors: Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie,

en

23:04

Envisioning Beyond the Pixels: Benchmarking...

Daily Paper Cast ·

2025/04/05

🤗 Upvotes: 55 | cs.CV Authors: Xiangyu Zhao, Peiyuan Zhang, Kexian Tang, Hao Li, Zicheng Zhang, Guangtao Zhai, Junchi Yan, Hua Yang, Xue Yang, Haodong Duan Title: Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing Arxiv: http://arxiv.org/abs/2504.02826v1 Abstract: Large Multi-modality Models (LMMs) have made significant progress in visual understanding

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1,967 results

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