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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

19:16

ITACLIP: Boosting Training-Free Semantic Segmentation...

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 11 | cs.CV Authors: M. Arda Aydın, Efe Mert Çırpar, Elvin Abdinli, Gozde Unal, Yusuf H. Sahin Title: ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements Arxiv: http://arxiv.org/abs/2411.12044v1 Abstract: Recent advances in foundational Vision Language Models (VLMs) have reshaped the evaluation paradigm in

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25:42

FlipSketch: Flipping Static Drawings to Text-Guided...

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 10 | cs.GR, cs.CV Authors: Hmrishav Bandyopadhyay, Yi-Zhe Song Title: FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations Arxiv: http://arxiv.org/abs/2411.10818v1 Abstract: Sketch animations offer a powerful medium for visual storytelling, from simple flip-book doodles to professional studio productions. While traditional animation requires

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22:33

Soft Robotic Dynamic In-Hand Pen Spinning

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 8 | cs.RO Authors: Yunchao Yao, Uksang Yoo, Jean Oh, Christopher G. Atkeson, Jeffrey Ichnowski Title: Soft Robotic Dynamic In-Hand Pen Spinning Arxiv: http://arxiv.org/abs/2411.12734v1 Abstract: Dynamic in-hand manipulation remains a challenging task for soft robotic systems that have demonstrated advantages in safe compliant interactions but struggle with

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22:10

Building Trust: Foundations of Security, Safety and...

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 8 | cs.CY, cs.AI, cs.CL Authors: Huzaifa Sidhpurwala, Garth Mollett, Emily Fox, Mark Bestavros, Huamin Chen Title: Building Trust: Foundations of Security, Safety and Transparency in AI Arxiv: http://arxiv.org/abs/2411.12275v1 Abstract: This paper explores the rapidly evolving ecosystem of publicly available AI models, and their potential implications on the

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20:36

SEAGULL: No-reference Image Quality Assessment for...

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 5 | cs.CV Authors: Zewen Chen, Juan Wang, Wen Wang, Sunhan Xu, Hang Xiong, Yun Zeng, Jian Guo, Shuxun Wang, Chunfeng Yuan, Bing Li, Weiming Hu Title: SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning Arxiv: http://arxiv.org/abs/2411.10161v1 Abstract: Existing Image Quality Assessment (IQA) methods

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24:12

Evaluating Tokenizer Performance of Large Language...

Daily Paper Cast ·

2024/11/21

🤗 Paper Upvotes: 3 | cs.CL, cs.AI Authors: S. Tamang, D. J. Bora Title: Evaluating Tokenizer Performance of Large Language Models Across Official Indian Languages Arxiv: http://arxiv.org/abs/2411.12240v1 Abstract: Large Language Models (LLMs) based on transformer architectures have revolutionized a variety of domains, with tokenization playing a pivotal role in their

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21:35

Generative World Explorer

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 38 | cs.CVAuthors: Taiming Lu, Tianmin Shu, Alan Yuille, Daniel Khashabi, Jieneng Chen Title: Generative World Explorer Arxiv: http://arxiv.org/abs/2411.11844v2 Abstract: Planning with partial observation is a central challenge in embodied AI. A majority of prior works have tackled this challenge by developing agents that physically explore their environment to

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19:51

BlueLM-V-3B: Algorithm and System Co-Design for...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 31 | cs.CV, cs.CL Authors: Xudong Lu, Yinghao Chen, Cheng Chen, Hui Tan, Boheng Chen, Yina Xie, Rui Hu, Guanxin Tan, Renshou Wu, Yan Hu, Yi Zeng, Lei Wu, Liuyang Bian, Zhaoxiong Wang, Long Liu, Yanzhou Yang, Han Xiao, Aojun Zhou, Yafei Wen, Xiaoxin Chen, Shuai Ren, Hongsheng Li Title: BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices Arxiv:

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21:08

Search, Verify and Feedback: Towards Next Generation...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 13 | cs.AI, cs.CL, stat.ML Authors: Xinyan Guan, Yanjiang Liu, Xinyu Lu, Boxi Cao, Ben He, Xianpei Han, Le Sun, Jie Lou, Bowen Yu, Yaojie Lu, Hongyu Lin Title: Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Arxiv: http://arxiv.org/abs/2411.11504v1 Abstract: The evolution of machine

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22:15

AnimateAnything: Consistent and Controllable...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 12 | cs.CV Authors: Guojun Lei, Chi Wang, Hong Li, Rong Zhang, Yikai Wang, Weiwei Xu Title: AnimateAnything: Consistent and Controllable Animation for Video Generation Arxiv: http://arxiv.org/abs/2411.10836v1 Abstract: We present a unified controllable video generation approach AnimateAnything that facilitates precise and consistent video manipulation across

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21:18

Top-$nσ$: Not All Logits Are You Need

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 12 | cs.LG Authors: Chenxia Tang, Jianchun Liu, Hongli Xu, Liusheng Huang Title: Top-$nσ$: Not All Logits Are You Need Arxiv: http://arxiv.org/abs/2411.07641v1 Abstract: Large language models (LLMs) typically employ greedy decoding or low-temperature sampling for reasoning tasks, reflecting a perceived trade-off between diversity and accuracy. We challenge this

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21:41

Drowning in Documents: Consequences of Scaling...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 10 | cs.IR, cs.CL, cs.LG Authors: Mathew Jacob, Erik Lindgren, Matei Zaharia, Michael Carbin, Omar Khattab, Andrew Drozdov Title: Drowning in Documents: Consequences of Scaling Reranker Inference Arxiv: http://arxiv.org/abs/2411.11767v1 Abstract: Rerankers, typically cross-encoders, are often used to re-score the documents retrieved by cheaper initial IR

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25:53

SlimLM: An Efficient Small Language Model for...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 10 | cs.CL Authors: Thang M. Pham, Phat T. Nguyen, Seunghyun Yoon, Viet Dac Lai, Franck Dernoncourt, Trung Bui Title: SlimLM: An Efficient Small Language Model for On-Device Document Assistance Arxiv: http://arxiv.org/abs/2411.09944v1 Abstract: While small language models (SLMs) show promises for mobile deployment, their real-world performance and applications

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19:48

Awaker2.5-VL: Stably Scaling MLLMs with...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 8 | cs.CV Authors: Jinqiang Long, Yanqi Dai, Guoxing Yang, Hongpeng Lin, Nanyi Fei, Yizhao Gao, Zhiwu Lu Title: Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts Arxiv: http://arxiv.org/abs/2411.10669v1 Abstract: As the research of Multimodal Large Language Models (MLLMs) becomes popular, an advancing MLLM model is typically required

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27:31

SmoothCache: A Universal Inference Acceleration...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 8 | cs.LG Authors: Joseph Liu, Joshua Geddes, Ziyu Guo, Haomiao Jiang, Mahesh Kumar Nandwana Title: SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers Arxiv: http://arxiv.org/abs/2411.10510v1 Abstract: Diffusion Transformers (DiT) have emerged as powerful generative models for various tasks, including image, video, and speech

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22:13

LLäMmlein: Compact and Competitive German-Only...

Daily Paper Cast ·

2024/11/20

🤗 Paper Upvotes: 7 | cs.CL, cs.AI, cs.LG Authors: Jan Pfister, Julia Wunderle, Andreas Hotho Title: LLäMmlein: Compact and Competitive German-Only Language Models from Scratch Arxiv: http://arxiv.org/abs/2411.11171v1 Abstract: We create two German-only decoder models, LL\"aMmlein 120M and 1B, transparently from scratch and publish them, along with the training data, for the

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25:35

LLaVA-o1: Let Vision Language Models Reason Step-by-Step

Daily Paper Cast ·

2024/11/19

🤗 Paper Upvotes: 64 | cs.CV Authors: Guowei Xu, Peng Jin, Li Hao, Yibing Song, Lichao Sun, Li Yuan Title: LLaVA-o1: Let Vision Language Models Reason Step-by-Step Arxiv: http://arxiv.org/abs/2411.10440v1 Abstract: Large language models have demonstrated substantial advancements in reasoning capabilities, particularly through inference-time scaling, as illustrated by models such

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24:29

GaussianAnything: Interactive Point Cloud Latent...

Daily Paper Cast ·

2024/11/19

🤗 Paper Upvotes: 19 | cs.CV, cs.AI, cs.GR Authors: Yushi Lan, Shangchen Zhou, Zhaoyang Lyu, Fangzhou Hong, Shuai Yang, Bo Dai, Xingang Pan, Chen Change Loy Title: GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation Arxiv: http://arxiv.org/abs/2411.08033v1 Abstract: While 3D content generation has advanced significantly, existing methods still face

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20:52

Xmodel-1.5: An 1B-scale Multilingual LLM

Daily Paper Cast ·

2024/11/19

🤗 Paper Upvotes: 7 | cs.CL Authors: Wang Qun, Liu Yang, Lin Qingquan, Jiang Ling Title: Xmodel-1.5: An 1B-scale Multilingual LLM Arxiv: http://arxiv.org/abs/2411.10083v1 Abstract: We introduce Xmodel-1.5, a novel 1-billion-parameter multilingual large model pretrained on approximately 2 trillion tokens. The model demonstrates strong performance across several languages, with

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23:53

LLaMA-Mesh: Unifying 3D Mesh Generation with Language...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 32 | cs.LG, cs.AI, cs.CL, cs.CV, 68T05, I.3.5; I.2.10; I.2.6 Authors: Zhengyi Wang, Jonathan Lorraine, Yikai Wang, Hang Su, Jun Zhu, Sanja Fidler, Xiaohui Zeng Title: LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models Arxiv: http://arxiv.org/abs/2411.09595v1 Abstract: This work explores expanding the capabilities of large language models (LLMs)

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1,967 results

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