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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

19:31

NVILA: Efficient Frontier Visual Language Models

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 36 | cs.CV Authors: Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Vishwesh Nath, Jinyi Hu, Sifei Liu, Ranjay Krishna, Daguang Xu, Xiaolong Wang, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu Title: NVILA: Efficient Frontier Visual Language Models

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20:40

Aguvis: Unified Pure Vision Agents for Autonomous GUI...

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 32 | cs.CL Authors: Yiheng Xu, Zekun Wang, Junli Wang, Dunjie Lu, Tianbao Xie, Amrita Saha, Doyen Sahoo, Tao Yu, Caiming Xiong Title: Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction Arxiv: http://arxiv.org/abs/2412.04454v1 Abstract: Graphical User Interfaces (GUIs) are critical to human-computer interaction, yet automating GUI tasks remains

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22:57

Code-as-Monitor: Constraint-aware Visual Programming...

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 32 | cs.RO, cs.AI, cs.CV, cs.LG Authors: Enshen Zhou, Qi Su, Cheng Chi, Zhizheng Zhang, Zhongyuan Wang, Tiejun Huang, Lu Sheng, He Wang Title: Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection Arxiv: http://arxiv.org/abs/2412.04455v1 Abstract: Automatic detection and prevention of open-set failures are crucial in

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21:02

Evaluating Language Models as Synthetic Data Generators

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 30 | cs.CL Authors: Seungone Kim, Juyoung Suk, Xiang Yue, Vijay Viswanathan, Seongyun Lee, Yizhong Wang, Kiril Gashteovski, Carolin Lawrence, Sean Welleck, Graham Neubig Title: Evaluating Language Models as Synthetic Data Generators Arxiv: http://arxiv.org/abs/2412.03679v1 Abstract: Given the increasing use of synthetic data in language model (LM) post-training, an

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21:20

A Noise is Worth Diffusion Guidance

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 25 | cs.CV, cs.AI, cs.LG Authors: Donghoon Ahn, Jiwon Kang, Sanghyun Lee, Jaewon Min, Minjae Kim, Wooseok Jang, Hyoungwon Cho, Sayak Paul, SeonHwa Kim, Eunju Cha, Kyong Hwan Jin, Seungryong Kim Title: A Noise is Worth Diffusion Guidance Arxiv: http://arxiv.org/abs/2412.03895v1 Abstract: Diffusion models excel in generating high-quality images. However, current

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23:37

Structured 3D Latents for Scalable and Versatile 3D...

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 22 | cs.CV Authors: Jianfeng Xiang, Zelong Lv, Sicheng Xu, Yu Deng, Ruicheng Wang, Bowen Zhang, Dong Chen, Xin Tong, Jiaolong Yang Title: Structured 3D Latents for Scalable and Versatile 3D Generation Arxiv: http://arxiv.org/abs/2412.01506v1 Abstract: We introduce a novel 3D generation method for versatile and high-quality 3D asset creation. The cornerstone is a

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19:33

Negative Token Merging: Image-based Adversarial...

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 21 | cs.CV, cs.AI, cs.GR, cs.LG, stat.ML Authors: Jaskirat Singh, Lindsey Li, Weijia Shi, Ranjay Krishna, Yejin Choi, Pang Wei Koh, Michael F. Cohen, Stephen Gould, Liang Zheng, Luke Zettlemoyer Title: Negative Token Merging: Image-based Adversarial Feature Guidance Arxiv: http://arxiv.org/abs/2412.01339v2 Abstract: Text-based adversarial guidance using a negative

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21:23

MV-Adapter: Multi-view Consistent Image Generation...

Daily Paper Cast ·

2024/12/08

🤗 Upvotes: 17 | cs.CV Authors: Zehuan Huang, Yuan-Chen Guo, Haoran Wang, Ran Yi, Lizhuang Ma, Yan-Pei Cao, Lu Sheng Title: MV-Adapter: Multi-view Consistent Image Generation Made Easy Arxiv: http://arxiv.org/abs/2412.03632v1 Abstract: Existing multi-view image generation methods often make invasive modifications to pre-trained text-to-image (T2I) models and require full

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24:33

ShowUI: One Vision-Language-Action Model for GUI...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 48 | cs.CV, cs.AI, cs.CL, cs.HCAuthors: Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Shiwei Wu, Zechen Bai, Weixian Lei, Lijuan Wang, Mike Zheng Shou Title: ShowUI: One Vision-Language-Action Model for GUI Visual Agent Arxiv: http://arxiv.org/abs/2411.17465v1 Abstract: Building Graphical User Interface (GUI) assistants holds significant promise for

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20:34

Star Attention: Efficient LLM Inference over Long...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 32 | cs.CL, cs.AI, cs.LG Authors: Shantanu Acharya, Fei Jia, Boris Ginsburg Title: Star Attention: Efficient LLM Inference over Long Sequences Arxiv: http://arxiv.org/abs/2411.17116v1 Abstract: Inference with Transformer-based Large Language Models (LLMs) on long sequences is both costly and slow due to the quadratic complexity of the self-attention mechanism

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25:04

Pathways on the Image Manifold: Image Editing via...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 23 | cs.CV, cs.AI, cs.LG Authors: Noam Rotstein, Gal Yona, Daniel Silver, Roy Velich, David Bensaïd, Ron Kimmel Title: Pathways on the Image Manifold: Image Editing via Video Generation Arxiv: http://arxiv.org/abs/2411.16819v1 Abstract: Recent advances in image editing, driven by image diffusion models, have shown remarkable progress. However, significant

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26:29

MME-Survey: A Comprehensive Survey on Evaluation of...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 15 | cs.CV, cs.AI, cs.CL Authors: Chaoyou Fu, Yi-Fan Zhang, Shukang Yin, Bo Li, Xinyu Fang, Sirui Zhao, Haodong Duan, Xing Sun, Ziwei Liu, Liang Wang, Caifeng Shan, Ran He Title: MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs Arxiv: http://arxiv.org/abs/2411.15296v1 Abstract: As a prominent direction of Artificial General Intelligence (AGI),

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22:13

Rethinking Token Reduction in MLLMs: Towards a...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 14 | cs.CV Authors: Yuhang Han, Xuyang Liu, Pengxiang Ding, Donglin Wang, Honggang Chen, Qingsen Yan, Siteng Huang Title: Rethinking Token Reduction in MLLMs: Towards a Unified Paradigm for Training-Free Acceleration Arxiv: http://arxiv.org/abs/2411.17686v1 Abstract: To accelerate the inference of heavy Multimodal Large Language Models (MLLMs), this study

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24:41

SketchAgent: Language-Driven Sequential Sketch...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 13 | cs.CV Authors: Yael Vinker, Tamar Rott Shaham, Kristine Zheng, Alex Zhao, Judith E Fan, Antonio Torralba Title: SketchAgent: Language-Driven Sequential Sketch Generation Arxiv: http://arxiv.org/abs/2411.17673v1 Abstract: Sketching serves as a versatile tool for externalizing ideas, enabling rapid exploration and visual communication that spans various

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24:25

TEXGen: a Generative Diffusion Model for Mesh Textures

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 12 | cs.CV, cs.AI, cs.GR Authors: Xin Yu, Ze Yuan, Yuan-Chen Guo, Ying-Tian Liu, JianHui Liu, Yangguang Li, Yan-Pei Cao, Ding Liang, Xiaojuan Qi Title: TEXGen: a Generative Diffusion Model for Mesh Textures Arxiv: http://arxiv.org/abs/2411.14740v1 Abstract: While high-quality texture maps are essential for realistic 3D asset rendering, few studies have explored

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22:01

VLRewardBench: A Challenging Benchmark for...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 8 | cs.CV, cs.CL Authors: Lei Li, Yuancheng Wei, Zhihui Xie, Xuqing Yang, Yifan Song, Peiyi Wang, Chenxin An, Tianyu Liu, Sujian Li, Bill Yuchen Lin, Lingpeng Kong, Qi Liu Title: VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models Arxiv: http://arxiv.org/abs/2411.17451v1 Abstract: Vision-language generative reward models

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24:23

Learning 3D Representations from Procedural 3D Programs

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 8 | cs.CV Authors: Xuweiyi Chen, Zezhou Cheng Title: Learning 3D Representations from Procedural 3D Programs Arxiv: http://arxiv.org/abs/2411.17467v1 Abstract: Self-supervised learning has emerged as a promising approach for acquiring transferable 3D representations from unlabeled 3D point clouds. Unlike 2D images, which are widely accessible, acquiring 3D

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26:01

SAR3D: Autoregressive 3D Object Generation and...

Daily Paper Cast ·

2024/11/28

🤗 Paper Upvotes: 7 | cs.CV Authors: Yongwei Chen, Yushi Lan, Shangchen Zhou, Tengfei Wang, XIngang Pan Title: SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE Arxiv: http://arxiv.org/abs/2411.16856v1 Abstract: Autoregressive models have demonstrated remarkable success across various fields, from large language models (LLMs) to large

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21:52

Material Anything: Generating Materials for Any 3D...

Daily Paper Cast ·

2024/11/27

🤗 Paper Upvotes: 33 | cs.CV, cs.GRAuthors: Xin Huang, Tengfei Wang, Ziwei Liu, Qing Wang Title: Material Anything: Generating Materials for Any 3D Object via Diffusion Arxiv: http://arxiv.org/abs/2411.15138v1 Abstract: We present Material Anything, a fully-automated, unified diffusion framework designed to generate physically-based materials for 3D objects. Unlike existing

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27:22

Large-Scale Text-to-Image Model with Inpainting is a...

Daily Paper Cast ·

2024/11/27

🤗 Paper Upvotes: 28 | cs.CV Authors: Chaehun Shin, Jooyoung Choi, Heeseung Kim, Sungroh Yoon Title: Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator Arxiv: http://arxiv.org/abs/2411.15466v1 Abstract: Subject-driven text-to-image generation aims to produce images of a new subject within a desired context by accurately capturing both

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1,967 results

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