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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

20:49

MoDec-GS: Global-to-Local Motion Decomposition and...

Daily Paper Cast ·

2025/01/09

🤗 Upvotes: 6 | cs.CV Authors: Sangwoon Kwak, Joonsoo Kim, Jun Young Jeong, Won-Sik Cheong, Jihyong Oh, Munchurl Kim Title: MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting Arxiv: http://arxiv.org/abs/2501.03714v1 Abstract: 3D Gaussian Splatting (3DGS) has made significant strides in scene representation and

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22:18

STAR: Spatial-Temporal Augmentation with...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 38 | cs.CVAuthors: Rui Xie, Yinhong Liu, Penghao Zhou, Chen Zhao, Jun Zhou, Kai Zhang, Zhenyu Zhang, Jian Yang, Zhenheng Yang, Ying Tai Title: STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution Arxiv: http://arxiv.org/abs/2501.02976v1 Abstract: Image diffusion models have been adapted for real-world video

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26:54

Dispider: Enabling Video LLMs with Active Real-Time...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 23 | cs.CV Authors: Rui Qian, Shuangrui Ding, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang Title: Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction Arxiv: http://arxiv.org/abs/2501.03218v1 Abstract: Active Real-time interaction with video LLMs introduces a new paradigm for

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22:26

BoostStep: Boosting mathematical capability of Large...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.LG Authors: Beichen Zhang, Yuhong Liu, Xiaoyi Dong, Yuhang Zang, Pan Zhang, Haodong Duan, Yuhang Cao, Dahua Lin, Jiaqi Wang Title: BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning Arxiv: http://arxiv.org/abs/2501.03226v1 Abstract: Cutting-edge large language models (LLMs) demonstrate

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21:16

Personalized Graph-Based Retrieval for Large Language...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 19 | cs.CL Authors: Steven Au, Cameron J. Dimacali, Ojasmitha Pedirappagari, Namyong Park, Franck Dernoncourt, Yu Wang, Nikos Kanakaris, Hanieh Deilamsalehy, Ryan A. Rossi, Nesreen K. Ahmed Title: Personalized Graph-Based Retrieval for Large Language Models Arxiv: http://arxiv.org/abs/2501.02157v1 Abstract: As large language models (LLMs) evolve, their ability to

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21:38

METAGENE-1: Metagenomic Foundation Model for Pandemic...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 13 | q-bio.GN, cs.AI, cs.CL, cs.LG Authors: Ollie Liu, Sami Jaghouar, Johannes Hagemann, Shangshang Wang, Jason Wiemels, Jeff Kaufman, Willie Neiswanger Title: METAGENE-1: Metagenomic Foundation Model for Pandemic Monitoring Arxiv: http://arxiv.org/abs/2501.02045v1 Abstract: We pretrain METAGENE-1, a 7-billion-parameter autoregressive transformer model, which we refer

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22:25

GS-DiT: Advancing Video Generation with Pseudo 4D...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 12 | cs.CV Authors: Weikang Bian, Zhaoyang Huang, Xiaoyu Shi, Yijin Li, Fu-Yun Wang, Hongsheng Li Title: GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking Arxiv: http://arxiv.org/abs/2501.02690v1 Abstract: 4D video control is essential in video generation as it enables the use of sophisticated lens techniques,

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22:15

Through-The-Mask: Mask-based Motion Trajectories for...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 12 | cs.CV, cs.AI, cs.LG Authors: Guy Yariv, Yuval Kirstain, Amit Zohar, Shelly Sheynin, Yaniv Taigman, Yossi Adi, Sagie Benaim, Adam Polyak Title: Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation Arxiv: http://arxiv.org/abs/2501.03059v1 Abstract: We consider the task of Image-to-Video (I2V) generation, which involves transforming static

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22:45

TransPixar: Advancing Text-to-Video Generation with...

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 9 | cs.CV Authors: Luozhou Wang, Yijun Li, Zhifei Chen, Jui-Hsien Wang, Zhifei Zhang, He Zhang, Zhe Lin, Yingcong Chen Title: TransPixar: Advancing Text-to-Video Generation with Transparency Arxiv: http://arxiv.org/abs/2501.03006v1 Abstract: Text-to-video generative models have made significant strides, enabling diverse applications in entertainment, advertising, and

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19:20

AutoPresent: Designing Structured Visuals from Scratch

Daily Paper Cast ·

2025/01/08

🤗 Upvotes: 7 | cs.CV, cs.CL Authors: Jiaxin Ge, Zora Zhiruo Wang, Xuhui Zhou, Yi-Hao Peng, Sanjay Subramanian, Qinyue Tan, Maarten Sap, Alane Suhr, Daniel Fried, Graham Neubig, Trevor Darrell Title: AutoPresent: Designing Structured Visuals from Scratch Arxiv: http://arxiv.org/abs/2501.00912v1 Abstract: Designing structured visuals such as presentation slides is essential for

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24:44

EnerVerse: Envisioning Embodied Future Space for...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 41 | cs.RO, cs.CV, cs.LG Authors: Siyuan Huang, Liliang Chen, Pengfei Zhou, Shengcong Chen, Zhengkai Jiang, Yue Hu, Peng Gao, Hongsheng Li, Maoqing Yao, Guanghui Ren Title: EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation Arxiv: http://arxiv.org/abs/2501.01895v1 Abstract: We introduce EnerVerse, a comprehensive framework for embodied future space

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20:37

VITA-1.5: Towards GPT-4o Level Real-Time Vision and...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 23 | cs.CV, cs.SD, eess.AS Authors: Chaoyou Fu, Haojia Lin, Xiong Wang, Yi-Fan Zhang, Yunhang Shen, Xiaoyu Liu, Yangze Li, Zuwei Long, Heting Gao, Ke Li, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He Title: VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Arxiv: http://arxiv.org/abs/2501.01957v1 Abstract: Recent Multimodal Large

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23:02

VisionReward: Fine-Grained Multi-Dimensional Human...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 12 | cs.CV Authors: Jiazheng Xu, Yu Huang, Jiale Cheng, Yuanming Yang, Jiajun Xu, Yuan Wang, Wenbo Duan, Shen Yang, Qunlin Jin, Shurun Li, Jiayan Teng, Zhuoyi Yang, Wendi Zheng, Xiao Liu, Ming Ding, Xiaohan Zhang, Xiaotao Gu, Shiyu Huang, Minlie Huang, Jie Tang, Yuxiao Dong Title: VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation Arxiv:

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22:38

Virgo: A Preliminary Exploration on Reproducing...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 12 | cs.CV, cs.AI Authors: Yifan Du, Zikang Liu, Yifan Li, Wayne Xin Zhao, Yuqi Huo, Bingning Wang, Weipeng Chen, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen Title: Virgo: A Preliminary Exploration on Reproducing o1-like MLLM Arxiv: http://arxiv.org/abs/2501.01904v1 Abstract: Recently, slow-thinking reasoning systems, built upon large language models (LLMs), have garnered

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19:44

SDPO: Segment-Level Direct Preference Optimization...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 10 | cs.AI, cs.CL Authors: Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang Title: SDPO: Segment-Level Direct Preference Optimization for Social Agents Arxiv: http://arxiv.org/abs/2501.01821v1 Abstract: Social agents powered by large language models (LLMs) can simulate human social behaviors but fall

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20:24

Graph Generative Pre-trained Transformer

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 9 | cs.LG, cs.AI Authors: Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Li-Ping Liu Title: Graph Generative Pre-trained Transformer Arxiv: http://arxiv.org/abs/2501.01073v1 Abstract: Graph generation is a critical task in numerous domains, including molecular design and social network analysis, due to its ability to model complex

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23:14

LUSIFER: Language Universal Space Integration for...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 7 | cs.CL, cs.IR Authors: Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen Title: LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Arxiv: http://arxiv.org/abs/2501.00874v1 Abstract: Recent advancements in large language models (LLMs) based embedding models have

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25:56

BoxingGym: Benchmarking Progress in Automated...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 5 | cs.LG, cs.AI Authors: Kanishk Gandhi, Michael Y. Li, Lyle Goodyear, Louise Li, Aditi Bhaskar, Mohammed Zaman, Noah D. Goodman Title: BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery Arxiv: http://arxiv.org/abs/2501.01540v1 Abstract: Understanding the world and explaining it with scientific theories is a central aspiration of

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23:53

2.5 Years in Class: A Multimodal Textbook for...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 45 | cs.CV, cs.CL, cs.LG Authors: Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing Title: 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Arxiv: http://arxiv.org/abs/2501.00958v1 Abstract: Compared to image-text pair data, interleaved corpora enable Vision-Language Models (VLMs)

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23:32

CodeElo: Benchmarking Competition-level Code...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 30 | cs.CL Authors: Shanghaoran Quan, Jiaxi Yang, Bowen Yu, Bo Zheng, Dayiheng Liu, An Yang, Xuancheng Ren, Bofei Gao, Yibo Miao, Yunlong Feng, Zekun Wang, Jian Yang, Zeyu Cui, Yang Fan, Yichang Zhang, Binyuan Hui, Junyang Lin Title: CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Arxiv: http://arxiv.org/abs/2501.01257v1

en

1,967 results

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