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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

23:17

Smaller Language Models Are Better Instruction Evolvers

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 16 | cs.CL Authors: Tingfeng Hui, Lulu Zhao, Guanting Dong, Yaqi Zhang, Hua Zhou, Sen Su Title: Smaller Language Models Are Better Instruction Evolvers Arxiv: http://arxiv.org/abs/2412.11231v1 Abstract: Instruction tuning has been widely used to unleash the complete potential of large language models. Notably, complex and diverse instructions are of significant

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23:47

Causal Diffusion Transformers for Generative Modeling

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 16 | cs.CV Authors: Chaorui Deng, Deyao Zhu, Kunchang Li, Shi Guang, Haoqi Fan Title: Causal Diffusion Transformers for Generative Modeling Arxiv: http://arxiv.org/abs/2412.12095v2 Abstract: We introduce Causal Diffusion as the autoregressive (AR) counterpart of Diffusion models. It is a next-token(s) forecasting framework that is friendly to both discrete and

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23:05

SPaR: Self-Play with Tree-Search Refinement to...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 11 | cs.CL, cs.AI, cs.LG Authors: Jiale Cheng, Xiao Liu, Cunxiang Wang, Xiaotao Gu, Yida Lu, Dan Zhang, Yuxiao Dong, Jie Tang, Hongning Wang, Minlie Huang Title: SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models Arxiv: http://arxiv.org/abs/2412.11605v1 Abstract: Instruction-following is a fundamental capability of

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20:29

IDArb: Intrinsic Decomposition for Arbitrary Number...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 11 | cs.CV Authors: Zhibing Li, Tong Wu, Jing Tan, Mengchen Zhang, Jiaqi Wang, Dahua Lin Title: IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations Arxiv: http://arxiv.org/abs/2412.12083v1 Abstract: Capturing geometric and material information from images remains a fundamental challenge in computer vision and graphics. Traditional

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21:15

GaussianProperty: Integrating Physical Properties to...

Daily Paper Cast ·

2024/12/18

🤗 Upvotes: 10 | cs.RO, cs.AI, cs.CV Authors: Xinli Xu, Wenhang Ge, Dicong Qiu, ZhiFei Chen, Dongyu Yan, Zhuoyun Liu, Haoyu Zhao, Hanfeng Zhao, Shunsi Zhang, Junwei Liang, Ying-Cong Chen Title: GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs Arxiv: http://arxiv.org/abs/2412.11258v1 Abstract: Estimating physical properties for visual data is a crucial

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24:59

Apollo: An Exploration of Video Understanding in...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 91 | cs.CV, cs.AIAuthors: Orr Zohar, Xiaohan Wang, Yann Dubois, Nikhil Mehta, Tong Xiao, Philippe Hansen-Estruch, Licheng Yu, Xiaofang Wang, Felix Juefei-Xu, Ning Zhang, Serena Yeung-Levy, Xide Xia Title: Apollo: An Exploration of Video Understanding in Large Multimodal Models Arxiv: http://arxiv.org/abs/2412.10360v1 Abstract: Despite the rapid integration of video

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21:28

GenEx: Generating an Explorable World

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 65 | cs.CV, cs.RO Authors: Taiming Lu, Tianmin Shu, Junfei Xiao, Luoxin Ye, Jiahao Wang, Cheng Peng, Chen Wei, Daniel Khashabi, Rama Chellappa, Alan Yuille, Jieneng Chen Title: GenEx: Generating an Explorable World Arxiv: http://arxiv.org/abs/2412.09624v1 Abstract: Understanding, navigating, and exploring the 3D physical real world has long been a central challenge in

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25:15

SynerGen-VL: Towards Synergistic Image Understanding...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 29 | cs.CV Authors: Hao Li, Changyao Tian, Jie Shao, Xizhou Zhu, Zhaokai Wang, Jinguo Zhu, Wenhan Dou, Xiaogang Wang, Hongsheng Li, Lewei Lu, Jifeng Dai Title: SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding Arxiv: http://arxiv.org/abs/2412.09604v1 Abstract: The remarkable success of Large Language Models

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17:46

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 24 | cs.CV Authors: Sahal Shaji Mullappilly, Mohammed Irfan Kurpath, Sara Pieri, Saeed Yahya Alseiari, Shanavas Cholakkal, Khaled Aldahmani, Fahad Khan, Rao Anwer, Salman Khan, Timothy Baldwin, Hisham Cholakkal Title: BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities Arxiv: http://arxiv.org/abs/2412.07769v1 Abstract: This paper introduces BiMediX2, a

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22:15

Large Action Models: From Inception to Implementation

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 23 | cs.AI Authors: Lu Wang, Fangkai Yang, Chaoyun Zhang, Junting Lu, Jiaxu Qian, Shilin He, Pu Zhao, Bo Qiao, Ray Huang, Si Qin, Qisheng Su, Jiayi Ye, Yudi Zhang, Jian-Guang Lou, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang Title: Large Action Models: From Inception to Implementation Arxiv: http://arxiv.org/abs/2412.10047v1 Abstract: As AI continues to

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21:01

InstanceCap: Improving Text-to-Video Generation via...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 17 | cs.CV, cs.AI Authors: Tiehan Fan, Kepan Nan, Rui Xie, Penghao Zhou, Zhenheng Yang, Chaoyou Fu, Xiang Li, Jian Yang, Ying Tai Title: InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption Arxiv: http://arxiv.org/abs/2412.09283v1 Abstract: Text-to-video generation has evolved rapidly in recent years, delivering remarkable results

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21:32

FreeScale: Unleashing the Resolution of Diffusion...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 13 | cs.CV Authors: Haonan Qiu, Shiwei Zhang, Yujie Wei, Ruihang Chu, Hangjie Yuan, Xiang Wang, Yingya Zhang, Ziwei Liu Title: FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion Arxiv: http://arxiv.org/abs/2412.09626v1 Abstract: Visual diffusion models achieve remarkable progress, yet they are typically trained at limited resolutions

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21:41

ObjectMate: A Recurrence Prior for Object Insertion...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 10 | cs.CV Authors: Daniel Winter, Asaf Shul, Matan Cohen, Dana Berman, Yael Pritch, Alex Rav-Acha, Yedid Hoshen Title: ObjectMate: A Recurrence Prior for Object Insertion and Subject-Driven Generation Arxiv: http://arxiv.org/abs/2412.08645v1 Abstract: This paper introduces a tuning-free method for both object insertion and subject-driven generation. The task involves

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21:47

FireFlow: Fast Inversion of Rectified Flow for Image...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 8 | cs.CV Authors: Yingying Deng, Xiangyu He, Changwang Mei, Peisong Wang, Fan Tang Title: FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing Arxiv: http://arxiv.org/abs/2412.07517v1 Abstract: Though Rectified Flows (ReFlows) with distillation offers a promising way for fast sampling, its fast inversion transforms images back to structured noise for

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18:48

FluxSpace: Disentangled Semantic Editing in Rectified...

Daily Paper Cast ·

2024/12/17

🤗 Upvotes: 7 | cs.CV Authors: Yusuf Dalva, Kavana Venkatesh, Pinar Yanardag Title: FluxSpace: Disentangled Semantic Editing in Rectified Flow Transformers Arxiv: http://arxiv.org/abs/2412.09611v1 Abstract: Rectified flow models have emerged as a dominant approach in image generation, showcasing impressive capabilities in high-quality image synthesis. However, despite their

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22:12

Phi-4 Technical Report

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 40 | cs.CL, cs.AIAuthors: Marah Abdin, Jyoti Aneja, Harkirat Behl, Sébastien Bubeck, Ronen Eldan, Suriya Gunasekar, Michael Harrison, Russell J. Hewett, Mojan Javaheripi, Piero Kauffmann, James R. Lee, Yin Tat Lee, Yuanzhi Li, Weishung Liu, Caio C. T. Mendes, Anh Nguyen, Eric Price, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Xin Wang, Rachel Ward, Yue Wu, Dingli Yu, Cyril Zhang, Yi Zhang Title: Phi-4

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24:28

Euclid: Supercharging Multimodal LLMs with Synthetic...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.CL Authors: Jiarui Zhang, Ollie Liu, Tianyu Yu, Jinyi Hu, Willie Neiswanger Title: Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions Arxiv: http://arxiv.org/abs/2412.08737v1 Abstract: Multimodal large language models (MLLMs) have made rapid progress in recent years, yet continue to struggle with low-level

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22:35

Multimodal Latent Language Modeling with Next-Token...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 21 | cs.CL, cs.CV, cs.LG Authors: Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei Title: Multimodal Latent Language Modeling with Next-Token Diffusion Arxiv: http://arxiv.org/abs/2412.08635v1 Abstract: Multimodal generative models require a unified approach to handle both discrete data (e.g., text and code) and

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21:54

EasyRef: Omni-Generalized Group Image Reference for...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 17 | cs.CV Authors: Zhuofan Zong, Dongzhi Jiang, Bingqi Ma, Guanglu Song, Hao Shao, Dazhong Shen, Yu Liu, Hongsheng Li Title: EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM Arxiv: http://arxiv.org/abs/2412.09618v1 Abstract: Significant achievements in personalization of diffusion models have been witnessed. Conventional

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18:51

AgentTrek: Agent Trajectory Synthesis via Guiding...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 16 | cs.CL Authors: Yiheng Xu, Dunjie Lu, Zhennan Shen, Junli Wang, Zekun Wang, Yuchen Mao, Caiming Xiong, Tao Yu Title: AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials Arxiv: http://arxiv.org/abs/2412.09605v1 Abstract: Graphical User Interface (GUI) agents hold great potential for automating complex tasks across diverse digital

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1,967 results

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