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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

19:08

SnapGen: Taming High-Resolution Text-to-Image Models...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 14 | cs.CV Authors: Dongting Hu, Jierun Chen, Xijie Huang, Huseyin Coskun, Arpit Sahni, Aarush Gupta, Anujraaj Goyal, Dishani Lahiri, Rajesh Singh, Yerlan Idelbayev, Junli Cao, Yanyu Li, Kwang-Ting Cheng, S. -H. Gary Chan, Mingming Gong, Sergey Tulyakov, Anil Kag, Yanwu Xu, Jian Ren Title: SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training

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22:37

Neural LightRig: Unlocking Accurate Object Normal and...

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 13 | cs.CV Authors: Zexin He, Tengfei Wang, Xin Huang, Xingang Pan, Ziwei Liu Title: Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion Arxiv: http://arxiv.org/abs/2412.09593v1 Abstract: Recovering the geometry and materials of objects from a single image is challenging due to its under-constrained nature. In this

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21:10

JuStRank: Benchmarking LLM Judges for System Ranking

Daily Paper Cast ·

2024/12/14

🤗 Upvotes: 9 | cs.CL, cs.AI, cs.LG Authors: Ariel Gera, Odellia Boni, Yotam Perlitz, Roy Bar-Haim, Lilach Eden, Asaf Yehudai Title: JuStRank: Benchmarking LLM Judges for System Ranking Arxiv: http://arxiv.org/abs/2412.09569v1 Abstract: Given the rapid progress of generative AI, there is a pressing need to systematically compare and choose between the numerous models and

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21:09

SynCamMaster: Synchronizing Multi-Camera Video...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 36 | cs.CV Authors: Jianhong Bai, Menghan Xia, Xintao Wang, Ziyang Yuan, Xiao Fu, Zuozhu Liu, Haoji Hu, Pengfei Wan, Di Zhang Title: SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints Arxiv: http://arxiv.org/abs/2412.07760v1 Abstract: Recent advancements in video diffusion models have shown exceptional abilities in simulating real-world

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21:28

LAION-SG: An Enhanced Large-Scale Dataset for...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 28 | cs.CV Authors: Zejian Li, Chenye Meng, Yize Li, Ling Yang, Shengyuan Zhang, Jiarui Ma, Jiayi Li, Guang Yang, Changyuan Yang, Zhiyuan Yang, Jinxiong Chang, Lingyun Sun Title: LAION-SG: An Enhanced Large-Scale Dataset for Training Complex Image-Text Models with Structural Annotations Arxiv: http://arxiv.org/abs/2412.08580v1 Abstract: Recent advances in

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24:23

POINTS1.5: Building a Vision-Language Model towards...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 25 | cs.CV, cs.MM Authors: Yuan Liu, Le Tian, Xiao Zhou, Xinyu Gao, Kavio Yu, Yang Yu, Jie Zhou Title: POINTS1.5: Building a Vision-Language Model towards Real World Applications Arxiv: http://arxiv.org/abs/2412.08443v1 Abstract: Vision-language models have made significant strides recently, demonstrating superior performance across a range of tasks, e.g. optical

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21:04

Learning Flow Fields in Attention for Controllable...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 16 | cs.CV Authors: Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He Title: Learning Flow Fields in Attention for Controllable Person Image Generation Arxiv: http://arxiv.org/abs/2412.08486v2 Abstract: Controllable person image generation aims to

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23:20

StyleMaster: Stylize Your Video with Artistic...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 14 | cs.CV Authors: Zixuan Ye, Huijuan Huang, Xintao Wang, Pengfei Wan, Di Zhang, Wenhan Luo Title: StyleMaster: Stylize Your Video with Artistic Generation and Translation Arxiv: http://arxiv.org/abs/2412.07744v1 Abstract: Style control has been popular in video generation models. Existing methods often generate videos far from the given style, cause content leakage,

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19:44

StreamChat: Chatting with Streaming Video

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 12 | cs.CV Authors: Jihao Liu, Zhiding Yu, Shiyi Lan, Shihao Wang, Rongyao Fang, Jan Kautz, Hongsheng Li, Jose M. Alvare Title: StreamChat: Chatting with Streaming Video Arxiv: http://arxiv.org/abs/2412.08646v1 Abstract: This paper presents StreamChat, a novel approach that enhances the interaction capabilities of Large Multimodal Models (LMMs) with streaming video

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25:04

3DSRBench: A Comprehensive 3D Spatial Reasoning...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 11 | cs.CV Authors: Wufei Ma, Haoyu Chen, Guofeng Zhang, Celso M de Melo, Alan Yuille, Jieneng Chen Title: 3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark Arxiv: http://arxiv.org/abs/2412.07825v1 Abstract: 3D spatial reasoning is the ability to analyze and interpret the positions, orientations, and spatial relationships of objects within the 3D space. This

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22:43

Generative Densification: Learning to Densify...

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 11 | cs.CV, cs.GR Authors: Seungtae Nam, Xiangyu Sun, Gyeongjin Kang, Younggeun Lee, Seungjun Oh, Eunbyung Park Title: Generative Densification: Learning to Densify Gaussians for High-Fidelity Generalizable 3D Reconstruction Arxiv: http://arxiv.org/abs/2412.06234v2 Abstract: Generalized feed-forward Gaussian models have achieved significant progress in sparse-view 3D

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25:16

The BrowserGym Ecosystem for Web Agent Research

Daily Paper Cast ·

2024/12/13

🤗 Upvotes: 11 | cs.LG, cs.AI, cs.SE Authors: Thibault Le Sellier De Chezelles, Maxime Gasse, Alexandre Drouin, Massimo Caccia, Léo Boisvert, Megh Thakkar, Tom Marty, Rim Assouel, Sahar Omidi Shayegan, Lawrence Keunho Jang, Xing Han Lù, Ori Yoran, Dehan Kong, Frank F. Xu, Siva Reddy, Quentin Cappart, Graham Neubig, Ruslan Salakhutdinov, Nicolas Chapados, Alexandre Lacoste Title: The BrowserGym Ecosystem for Web Agent Research

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22:09

DiffSensei: Bridging Multi-Modal LLMs and Diffusion...

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 31 | cs.CV Authors: Jianzong Wu, Chao Tang, Jingbo Wang, Yanhong Zeng, Xiangtai Li, Yunhai Tong Title: DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation Arxiv: http://arxiv.org/abs/2412.07589v1 Abstract: Story visualization, the task of creating visual narratives from textual descriptions, has seen progress with text-to-image

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21:29

Hidden in the Noise: Two-Stage Robust Watermarking...

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 20 | cs.CV, cs.AI, cs.LG Authors: Kasra Arabi, Benjamin Feuer, R. Teal Witter, Chinmay Hegde, Niv Cohen Title: Hidden in the Noise: Two-Stage Robust Watermarking for Images Arxiv: http://arxiv.org/abs/2412.04653v2 Abstract: As the quality of image generators continues to improve, deepfakes become a topic of considerable societal debate. Image watermarking allows

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19:48

FiVA: Fine-grained Visual Attribute Dataset for...

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 19 | cs.CV Authors: Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, Gordon Wetzstein Title: FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models Arxiv: http://arxiv.org/abs/2412.07674v1 Abstract: Recent advances in text-to-image generation have enabled the creation of high-quality images with

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23:56

UniReal: Universal Image Generation and Editing via...

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 18 | cs.CV Authors: Xi Chen, Zhifei Zhang, He Zhang, Yuqian Zhou, Soo Ye Kim, Qing Liu, Yijun Li, Jianming Zhang, Nanxuan Zhao, Yilin Wang, Hui Ding, Zhe Lin, Hengshuang Zhao Title: UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics Arxiv: http://arxiv.org/abs/2412.07774v1 Abstract: We introduce UniReal, a unified framework designed to

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23:46

3DTrajMaster: Mastering 3D Trajectory for...

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 17 | cs.CV Authors: Xiao Fu, Xian Liu, Xintao Wang, Sida Peng, Menghan Xia, Xiaoyu Shi, Ziyang Yuan, Pengfei Wan, Di Zhang, Dahua Lin Title: 3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation Arxiv: http://arxiv.org/abs/2412.07759v1 Abstract: This paper aims to manipulate multi-entity 3D motions in video generation. Previous methods on

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24:39

Mobile Video Diffusion

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 16 | cs.CV, cs.AI Authors: Haitam Ben Yahia, Denis Korzhenkov, Ioannis Lelekas, Amir Ghodrati, Amirhossein Habibian Title: Mobile Video Diffusion Arxiv: http://arxiv.org/abs/2412.07583v1 Abstract: Video diffusion models have achieved impressive realism and controllability but are limited by high computational demands, restricting their use on mobile devices. This

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21:00

Granite Guardian

Daily Paper Cast ·

2024/12/12

🤗 Upvotes: 16 | cs.CL Authors: Inkit Padhi, Manish Nagireddy, Giandomenico Cornacchia, Subhajit Chaudhury, Tejaswini Pedapati, Pierre Dognin, Keerthiram Murugesan, Erik Miehling, Martín Santillán Cooper, Kieran Fraser, Giulio Zizzo, Muhammad Zaid Hameed, Mark Purcell, Michael Desmond, Qian Pan, Inge Vejsbjerg, Elizabeth M. Daly, Michael Hind, Werner Geyer, Ambrish Rawat, Kush R. Varshney, Prasanna Sattigeri Title: Granite

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18:54

Unraveling the Complexity of Memory in RL Agents: an...

Daily Paper Cast ·

2024/12/11

🤗 Upvotes: 54 | cs.LG, cs.AI Authors: Egor Cherepanov, Nikita Kachaev, Artem Zholus, Alexey K. Kovalev, Aleksandr I. Panov Title: Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation Arxiv: http://arxiv.org/abs/2412.06531v1 Abstract: The incorporation of memory into agents is essential for numerous tasks within the domain of

en

1,967 results

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