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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

21:18

MVPaint: Synchronized Multi-View Diffusion for...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 20 | cs.CV Authors: Wei Cheng, Juncheng Mu, Xianfang Zeng, Xin Chen, Anqi Pang, Chi Zhang, Zhibin Wang, Bin Fu, Gang Yu, Ziwei Liu, Liang Pan Title: MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D Arxiv: http://arxiv.org/abs/2411.02336v1 Abstract: Texturing is a crucial step in the 3D asset production workflow, which enhances the visual

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17:11

Training-free Regional Prompting for Diffusion...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 19 | cs.CV Authors: Anthony Chen, Jianjin Xu, Wenzhao Zheng, Gaole Dai, Yida Wang, Renrui Zhang, Haofan Wang, Shanghang Zhang Title: Training-free Regional Prompting for Diffusion Transformers Arxiv: http://arxiv.org/abs/2411.02395v1 Abstract: Diffusion models have demonstrated excellent capabilities in text-to-image generation. Their semantic understanding

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23:13

How Far is Video Generation from World Model: A...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 19 | cs.CV, cs.AI Authors: Bingyi Kang, Yang Yue, Rui Lu, Zhijie Lin, Yang Zhao, Kaixin Wang, Gao Huang, Jiashi Feng Title: How Far is Video Generation from World Model: A Physical Law Perspective Arxiv: http://arxiv.org/abs/2411.02385v1 Abstract: OpenAI's Sora highlights the potential of video generation for developing world models that adhere to fundamental

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23:43

Survey of Cultural Awareness in Language Models: Text...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 19 | cs.CL, cs.CV Authors: Siddhesh Pawar, Junyeong Park, Jiho Jin, Arnav Arora, Junho Myung, Srishti Yadav, Faiz Ghifari Haznitrama, Inhwa Song, Alice Oh, Isabelle Augenstein Title: Survey of Cultural Awareness in Language Models: Text and Beyond Arxiv: http://arxiv.org/abs/2411.00860v1 Abstract: Large-scale deployment of large language models (LLMs) in various

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18:12

Hunyuan-Large: An Open-Source MoE Model with 52...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 16 | cs.CL, cs.AI Authors: Xingwu Sun, Yanfeng Chen, Yiqing Huang, Ruobing Xie, Jiaqi Zhu, Kai Zhang, Shuaipeng Li, Zhen Yang, Jonny Han, Xiaobo Shu, Jiahao Bu, Zhongzhi Chen, Xuemeng Huang, Fengzong Lian, Saiyong Yang, Jianfeng Yan, Yuyuan Zeng, Xiaoqin Ren, Chao Yu, Lulu Wu, Yue Mao, Jun Xia, Tao Yang, Suncong Zheng, Kan Wu, Dian Jiao, Jinbao Xue, Xipeng Zhang, Decheng Wu, Kai Liu, Dengpeng Wu, Guanghui Xu, Shaohua Chen, Shuang Chen,

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22:09

GenXD: Generating Any 3D and 4D Scenes

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 13 | cs.CV, cs.AI Authors: Yuyang Zhao, Chung-Ching Lin, Kevin Lin, Zhiwen Yan, Linjie Li, Zhengyuan Yang, Jianfeng Wang, Gim Hee Lee, Lijuan Wang Title: GenXD: Generating Any 3D and 4D Scenes Arxiv: http://arxiv.org/abs/2411.02319v2 Abstract: Recent developments in 2D visual generation have been remarkably successful. However, 3D and 4D generation remain

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19:22

DynaMath: A Dynamic Visual Benchmark for Evaluating...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 13 | cs.CV, cs.AI, cs.CL Authors: Chengke Zou, Xingang Guo, Rui Yang, Junyu Zhang, Bin Hu, Huan Zhang Title: DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models Arxiv: http://arxiv.org/abs/2411.00836v1 Abstract: The rapid advancements in Vision-Language Models (VLMs) have shown great potential in

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20:10

OS-ATLAS: A Foundation Action Model for Generalist...

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 32 | cs.CL, cs.CV, cs.HC Authors: Zhiyong Wu, Zhenyu Wu, Fangzhi Xu, Yian Wang, Qiushi Sun, Chengyou Jia, Kanzhi Cheng, Zichen Ding, Liheng Chen, Paul Pu Liang, Yu Qiao Title: OS-ATLAS: A Foundation Action Model for Generalist GUI Agents Arxiv: http://arxiv.org/abs/2410.23218v1 Abstract: Existing efforts in building GUI agents heavily rely on the availability of

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25:40

Personalization of Large Language Models: A Survey

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 14 | cs.CL Authors: Zhehao Zhang, Ryan A. Rossi, Branislav Kveton, Yijia Shao, Diyi Yang, Hamed Zamani, Franck Dernoncourt, Joe Barrow, Tong Yu, Sungchul Kim, Ruiyi Zhang, Jiuxiang Gu, Tyler Derr, Hongjie Chen, Junda Wu, Xiang Chen, Zichao Wang, Subrata Mitra, Nedim Lipka, Nesreen Ahmed, Yu Wang Title: Personalization of Large Language Models: A Survey Arxiv:

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21:13

Constant Acceleration Flow

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 14 | cs.LG, cs.AI, cs.CV Authors: Dogyun Park, Sojin Lee, Sihyeon Kim, Taehoon Lee, Youngjoon Hong, Hyunwoo J. Kim Title: Constant Acceleration Flow Arxiv: http://arxiv.org/abs/2411.00322v1 Abstract: Rectified flow and reflow procedures have significantly advanced fast generation by progressively straightening ordinary differential equation (ODE) flows. They

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24:08

TOMATO: Assessing Visual Temporal Reasoning...

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 13 | cs.CV, cs.AI, cs.CL Authors: Ziyao Shangguan, Chuhan Li, Yuxuan Ding, Yanan Zheng, Yilun Zhao, Tesca Fitzgerald, Arman Cohan Title: TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models Arxiv: http://arxiv.org/abs/2410.23266v1 Abstract: Existing benchmarks often highlight the remarkable performance achieved by

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20:14

Randomized Autoregressive Visual Generation

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 10 | cs.CV Authors: Qihang Yu, Ju He, Xueqing Deng, Xiaohui Shen, Liang-Chieh Chen Title: Randomized Autoregressive Visual Generation Arxiv: http://arxiv.org/abs/2411.00776v1 Abstract: This paper presents Randomized AutoRegressive modeling (RAR) for visual generation, which sets a new state-of-the-art performance on the image generation task while maintaining

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23:41

Survey of User Interface Design and Interaction...

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 8 | cs.HC, cs.AI, cs.CL, cs.LG Authors: Reuben Luera, Ryan A. Rossi, Alexa Siu, Franck Dernoncourt, Tong Yu, Sungchul Kim, Ruiyi Zhang, Xiang Chen, Hanieh Salehy, Jian Zhao, Samyadeep Basu, Puneet Mathur, Nedim Lipka Title: Survey of User Interface Design and Interaction Techniques in Generative AI Applications Arxiv: http://arxiv.org/abs/2410.22370v1 Abstract:

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20:54

Adapting While Learning: Grounding LLMs for...

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 8 | cs.LG, cs.AI, cs.CL, I.2.6; I.2.7 Authors: Bohan Lyu, Yadi Cao, Duncan Watson-Parris, Leon Bergen, Taylor Berg-Kirkpatrick, Rose Yu Title: Adapting While Learning: Grounding LLMs for Scientific Problems with Intelligent Tool Usage Adaptation Arxiv: http://arxiv.org/abs/2411.00412v1 Abstract: Large Language Models (LLMs) demonstrate promising capabilities in

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20:21

In-Context LoRA for Diffusion Transformers

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 7 | cs.CV, cs.GR Authors: Lianghua Huang, Wei Wang, Zhi-Fan Wu, Yupeng Shi, Huanzhang Dou, Chen Liang, Yutong Feng, Yu Liu, Jingren Zhou Title: In-Context LoRA for Diffusion Transformers Arxiv: http://arxiv.org/abs/2410.23775v2 Abstract: Recent research arXiv:2410.15027 has explored the use of diffusion transformers (DiTs) for task-agnostic image generation by

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18:44

Physics in Next-token Prediction

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 7 | cs.LG, cs.AI Authors: Hongjun An, Yiliang Song, Xuelong Li Title: Physics in Next-token Prediction Arxiv: http://arxiv.org/abs/2411.00660v1 Abstract: We discovered the underlying physics in Next-token Prediction (NTP). We identified the law of information conservation within NTP and proposed the First Law of Information Capacity (IC-1), demonstrating that

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20:24

CityGaussianV2: Efficient and Geometrically Accurate...

Daily Paper Cast ·

2024/11/05

🤗 Paper Upvotes: 5 | cs.CV Authors: Yang Liu, Chuanchen Luo, Zhongkai Mao, Junran Peng, Zhaoxiang Zhang Title: CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes Arxiv: http://arxiv.org/abs/2411.00771v1 Abstract: Recently, 3D Gaussian Splatting (3DGS) has revolutionized radiance field reconstruction, manifesting efficient and high-fidelity

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23:07

Unpacking SDXL Turbo: Interpreting Text-to-Image...

Daily Paper Cast ·

2024/11/03

🤗 Daily Paper Upvotes: 57Authors: Viacheslav Surkov, Chris Wendler, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar GulcehreCategories: cs.LG, cs.AI, cs.CVArxiv: http://arxiv.org/abs/2410.22366v1Title: Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders Abstract: Sparse autoencoders (SAEs) have become a core ingredient in the reverse engineering of large-language models (LLMs). For LLMs, they have been shown to decompose intermediate representations

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20:47

What Happened in LLMs Layers when Trained for Fast...

Daily Paper Cast ·

2024/11/03

🤗 Daily Paper Upvotes: 45 Authors: Ming Li, Yanhong Li, Tianyi Zhou Categories: cs.CL, cs.AI, cs.LG Arxiv: http://arxiv.org/abs/2410.23743v1 Title: What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective Abstract: What makes a difference in the post-training of LLMs? We investigate the training patterns of different layers in large language models (LLMs), through the lens of gradient, when training with different responses and initial models. We

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22:20

A Pointer Network-based Approach for Joint Extraction...

Daily Paper Cast ·

2024/11/03

🤗 Daily Paper Upvotes: 20 Authors: Ankan Mullick, Sombit Bose, Abhilash Nandy, Gajula Sai Chaitanya, Pawan Goyal Categories: cs.CL, cs.IR Arxiv: http://arxiv.org/abs/2410.22476v1 Title: A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents Abstract: In task-oriented dialogue systems, intent detection is crucial for interpreting user queries and providing appropriate responses. Existing research primarily addresses simple queries with a

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1,967 results

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