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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

21:13

DynaMem: Online Dynamic Spatio-Semantic Memory for...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 12 | cs.RO, cs.LG Authors: Peiqi Liu, Zhanqiu Guo, Mohit Warke, Soumith Chintala, Chris Paxton, Nur Muhammad Mahi Shafiullah, Lerrel Pinto Title: DynaMem: Online Dynamic Spatio-Semantic Memory for Open World Mobile Manipulation Arxiv: http://arxiv.org/abs/2411.04999v1 Abstract: Significant progress has been made in open-vocabulary mobile manipulation, where the

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27:45

VideoGLaMM: A Large Multimodal Model for Pixel-Level...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 12 | cs.CV Authors: Shehan Munasinghe, Hanan Gani, Wenqi Zhu, Jiale Cao, Eric Xing, Fahad Shahbaz Khan, Salman Khan Title: VideoGLaMM: A Large Multimodal Model for Pixel-Level Visual Grounding in Videos Arxiv: http://arxiv.org/abs/2411.04923v1 Abstract: Fine-grained alignment between videos and text is challenging due to complex spatial and temporal dynamics in

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23:53

Both Text and Images Leaked! A Systematic Analysis of...

Daily Paper Cast ·

2024/11/08

🤗 Paper Upvotes: 33 | cs.CV, cs.AI, cs.CL, cs.MM Authors: Dingjie Song, Sicheng Lai, Shunian Chen, Lichao Sun, Benyou Wang Title: Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination Arxiv: http://arxiv.org/abs/2411.03823v1 Abstract: The rapid progression of multimodal large language models (MLLMs) has demonstrated superior performance on

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20:13

Large Language Models Orchestrating Structured...

Daily Paper Cast ·

2024/11/08

🤗 Paper Upvotes: 26 | cs.LG, cs.AI Authors: Antoine Grosnit, Alexandre Maraval, James Doran, Giuseppe Paolo, Albert Thomas, Refinath Shahul Hameed Nabeezath Beevi, Jonas Gonzalez, Khyati Khandelwal, Ignacio Iacobacci, Abdelhakim Benechehab, Hamza Cherkaoui, Youssef Attia El-Hili, Kun Shao, Jianye Hao, Jun Yao, Balazs Kegl, Haitham Bou-Ammar, Jun Wang Title: Large Language Models Orchestrating Structured Reasoning Achieve Kaggle

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23:19

Polynomial Composition Activations: Unleashing the...

Daily Paper Cast ·

2024/11/08

🤗 Paper Upvotes: 10 | cs.CL, cs.AI, cs.LG Authors: Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou, Jinwen Ma Title: Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models Arxiv: http://arxiv.org/abs/2411.03884v1 Abstract: Transformers have found extensive applications across various domains due to the powerful fitting capabilities. This

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20:41

Self-Consistency Preference Optimization

Daily Paper Cast ·

2024/11/08

🤗 Paper Upvotes: 5 | cs.CL, cs.AI, cs.LG Authors: Archiki Prasad, Weizhe Yuan, Richard Yuanzhe Pang, Jing Xu, Maryam Fazel-Zarandi, Mohit Bansal, Sainbayar Sukhbaatar, Jason Weston, Jane Yu Title: Self-Consistency Preference Optimization Arxiv: http://arxiv.org/abs/2411.04109v1 Abstract: Self-alignment, whereby models learn to improve themselves without human annotation, is a

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17:13

From Medprompt to o1: Exploration of Run-Time...

Daily Paper Cast ·

2024/11/08

🤗 Paper Upvotes: 3 | cs.CL Authors: Harsha Nori, Naoto Usuyama, Nicholas King, Scott Mayer McKinney, Xavier Fernandes, Sheng Zhang, Eric Horvitz Title: From Medprompt to o1: Exploration of Run-Time Strategies for Medical Challenge Problems and Beyond Arxiv: http://arxiv.org/abs/2411.03590v1 Abstract: Run-time steering strategies like Medprompt are valuable for guiding large

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21:04

HtmlRAG: HTML is Better Than Plain Text for Modeling...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 34 | cs.IR Authors: Jiejun Tan, Zhicheng Dou, Wen Wang, Mang Wang, Weipeng Chen, Ji-Rong Wen Title: HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems Arxiv: http://arxiv.org/abs/2411.02959v1 Abstract: Retrieval-Augmented Generation (RAG) has been shown to improve knowledge capabilities and alleviate the hallucination problem

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24:53

LLaMo: Large Language Model-based Molecular Graph...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 13 | cs.LG, cs.AI, q-bio.MN Authors: Jinyoung Park, Minseong Bae, Dohwan Ko, Hyunwoo J. Kim Title: LLaMo: Large Language Model-based Molecular Graph Assistant Arxiv: http://arxiv.org/abs/2411.00871v1 Abstract: Large Language Models (LLMs) have demonstrated remarkable generalization and instruction-following capabilities with instruction tuning. The advancements

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19:06

DeeR-VLA: Dynamic Inference of Multimodal Large...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 10 | cs.RO, cs.AI, cs.LG Authors: Yang Yue, Yulin Wang, Bingyi Kang, Yizeng Han, Shenzhi Wang, Shiji Song, Jiashi Feng, Gao Huang Title: DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution Arxiv: http://arxiv.org/abs/2411.02359v1 Abstract: MLLMs have demonstrated remarkable comprehension and reasoning capabilities with

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22:46

Controlling Language and Diffusion Models by...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 8 | cs.LG, cs.AI, cs.CL, cs.CV, 68T07, 49Q22, I.2.6; I.2.7; I.4.8 Authors: Pau Rodriguez, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau Title: Controlling Language and Diffusion Models by Transporting Activations Arxiv: http://arxiv.org/abs/2410.23054v1 Abstract: The increasing capabilities of large generative models and

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21:03

Sample-Efficient Alignment for LLMs

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 8 | cs.LG, cs.AI, cs.CL Authors: Zichen Liu, Changyu Chen, Chao Du, Wee Sun Lee, Min Lin Title: Sample-Efficient Alignment for LLMs Arxiv: http://arxiv.org/abs/2411.01493v1 Abstract: We study methods for efficiently aligning large language models (LLMs) with human preferences given budgeted online feedback. We first formulate the LLM alignment problem in the

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18:07

DreamPolish: Domain Score Distillation With...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 6 | cs.CV, cs.AI Authors: Yean Cheng, Ziqi Cai, Ming Ding, Wendi Zheng, Shiyu Huang, Yuxiao Dong, Jie Tang, Boxin Shi Title: DreamPolish: Domain Score Distillation With Progressive Geometry Generation Arxiv: http://arxiv.org/abs/2411.01602v1 Abstract: We introduce DreamPolish, a text-to-3D generation model that excels in producing refined geometry and

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21:08

Adaptive Length Image Tokenization via Recurrent...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 4 | cs.CV, cs.AI, cs.LG, cs.RO Authors: Shivam Duggal, Phillip Isola, Antonio Torralba, William T. Freeman Title: Adaptive Length Image Tokenization via Recurrent Allocation Arxiv: http://arxiv.org/abs/2411.02393v1 Abstract: Current vision systems typically assign fixed-length representations to images, regardless of the information content. This contrasts with

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19:08

GarVerseLOD: High-Fidelity 3D Garment Reconstruction...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 3 | cs.CV, cs.GR Authors: Zhongjin Luo, Haolin Liu, Chenghong Li, Wanghao Du, Zirong Jin, Wanhu Sun, Yinyu Nie, Weikai Chen, Xiaoguang Han Title: GarVerseLOD: High-Fidelity 3D Garment Reconstruction from a Single In-the-Wild Image using a Dataset with Levels of Details Arxiv: http://arxiv.org/abs/2411.03047v1 Abstract: Neural implicit functions have brought

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25:57

Zebra-Llama: A Context-Aware Large Language Model for...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 3 | cs.CL Authors: Karthik Soman, Andrew Langdon, Catalina Villouta, Chinmay Agrawal, Lashaw Salta, Braian Peetoom, Gianmarco Bellucci, Orion J Buske Title: Zebra-Llama: A Context-Aware Large Language Model for Democratizing Rare Disease Knowledge Arxiv: http://arxiv.org/abs/2411.02657v1 Abstract: Rare diseases present unique challenges in healthcare, often

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22:08

Inference Optimal VLMs Need Only One Visual Token but...

Daily Paper Cast ·

2024/11/07

🤗 Paper Upvotes: 2 | cs.CV, cs.AI, cs.LG Authors: Kevin Y. Li, Sachin Goyal, Joao D. Semedo, J. Zico Kolter Title: Inference Optimal VLMs Need Only One Visual Token but Larger Models Arxiv: http://arxiv.org/abs/2411.03312v1 Abstract: Vision Language Models (VLMs) have demonstrated strong capabilities across various visual understanding and reasoning tasks. However, their

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22:48

AndroidLab: Training and Systematic Benchmarking of...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 40 | cs.AI Authors: Yifan Xu, Xiao Liu, Xueqiao Sun, Siyi Cheng, Hao Yu, Hanyu Lai, Shudan Zhang, Dan Zhang, Jie Tang, Yuxiao Dong Title: AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents Arxiv: http://arxiv.org/abs/2410.24024v2 Abstract: Autonomous agents have become increasingly important for interacting with the real world. Android

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24:54

"Give Me BF16 or Give Me Death"? Accuracy-Performance...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 28 | cs.LG, cs.AI Authors: Eldar Kurtic, Alexandre Marques, Shubhra Pandit, Mark Kurtz, Dan Alistarh Title: "Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization Arxiv: http://arxiv.org/abs/2411.02355v1 Abstract: Despite the popularity of large language model (LLM) quantization for inference acceleration, significant uncertainty

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22:09

WebRL: Training LLM Web Agents via Self-Evolving...

Daily Paper Cast ·

2024/11/06

🤗 Paper Upvotes: 25 | cs.CL Authors: Zehan Qi, Xiao Liu, Iat Long Iong, Hanyu Lai, Xueqiao Sun, Xinyue Yang, Jiadai Sun, Yu Yang, Shuntian Yao, Tianjie Zhang, Wei Xu, Jie Tang, Yuxiao Dong Title: WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning Arxiv: http://arxiv.org/abs/2411.02337v1 Abstract: Large language models (LLMs) have shown

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1,967 results

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