Title
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learning D. Coquelin Katherina Flügel Marie Weiel Nicholas Kiefer Muhammed Öz Charlotte Debus Achim Streit Markus Goetz 94 0 0 02 May 2024
Efficient Compression of Multitask Multilingual Speech Models Thomas Palmeira Ferraz 100 0 0 02 May 2024
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GraCo: Granularity-Controllable Interactive Segmentation Yian Zhao Kehan Li Ze-Long Cheng Pengchong Qiao Xiawu Zheng Rongrong Ji Chang Liu Li-ming Yuan Jie Chen 119 9 0 01 May 2024
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Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval Young Kyun Jang Dat Huynh Ashish Shah Wen-Kai Chen Ser-Nam Lim 136 20 0 01 May 2024
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable Haozhe Liu Wentian Zhang Bing Li Bernard Ghanem Jürgen Schmidhuber DiffM WIGM AAML 95 1 0 01 May 2024
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Extracting chemical food safety hazards from the scientific literature automatically using large language models Neris Özen Wenjuan Mu E. V. Asselt L. Bulk 59 1 0 01 May 2024
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Streamlining Image Editing with Layered Diffusion Brushes Peyman Gholami Robert Xiao DiffM 89 1 0 01 May 2024
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At the edge of a generative cultural precipice Diego Porres Alex Gomez-Villa 76 0 0 30 Apr 2024
InstantFamily: Masked Attention for Zero-shot Multi-ID Image Generation Chanran Kim Jeongin Lee Shichang Joung Bongmo Kim Yeul-Min Baek 152 16 0 30 Apr 2024
OpenStreetView-5M: The Many Roads to Global Visual Geolocation Guillaume Astruc Nicolas Dufour Ioannis Siglidis Constantin Aronssohn Nacim Bouia ... Charles Raude Elliot Vincent Lintao Xu Hongyu Zhou Loic Landrieu 87 7 0 29 Apr 2024
Simplifying Multimodality: Unimodal Approach to Multimodal Challenges in Radiology with General-Domain Large Language Model Seonhee Cho Choonghan Kim Jiho Lee Chetan Chilkunda Sujin Choi Joo Heung Yoon 81 1 0 29 Apr 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering Wei Zhou Mohsen Mesgar Heike Adel Annemarie Friedrich LMTD 95 9 0 29 Apr 2024
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Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 300 197 0 29 Apr 2024
BlockLLM: Multi-tenant Finer-grained Serving for Large Language Models Jiamin Li Le Xu Hong-Yu Xu Aditya Akella 61 2 0 28 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 121 5 0 28 Apr 2024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning Qi Zhu Da Zheng Xiang Song Shichang Zhang Bowen Jin Yizhou Sun George Karypis 94 2 0 28 Apr 2024
WorldGPT: Empowering LLM as Multimodal World Model Zhiqi Ge Hongzhe Huang Mingze Zhou Juncheng Li Guoming Wang Siliang Tang Yueting Zhuang 77 29 0 28 Apr 2024
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach Wenbin Wang Yang Song Sanjay Jha 95 12 0 28 Apr 2024
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model Zhengpeng Shi Haoran Luo LRM ALM 93 2 0 28 Apr 2024
LLMParser: An Exploratory Study on Using Large Language Models for Log Parsing Zeyang Ma A. Chen Dong Jae Kim Tse-Husn Chen Shaowei Wang 90 56 0 27 Apr 2024
Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 67 1 0 27 Apr 2024
Spatio-Temporal Side Tuning Pre-trained Foundation Models for Video-based Pedestrian Attribute Recognition Tianlin Li Qian Zhu Jiandong Jin Jun Zhu Futian Wang Bowei Jiang Yaowei Wang Yonghong Tian ViT 89 4 0 27 Apr 2024
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Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 95 2 0 27 Apr 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 92 5 0 27 Apr 2024
MRScore: Evaluating Radiology Report Generation with LLM-based Reward System Yunyi Liu Zhanyu Wang Yingshu Li Xinyu Liang Lingqiao Liu Lei Wang Luping Zhou LM&MA 28 3 0 27 Apr 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models Yuhang Zhou Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang 72 3 0 26 Apr 2024
HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models Tanmay Sen Ansuman Das Mrinmay Sen 75 4 0 26 Apr 2024
Continual Learning of Large Language Models: A Comprehensive Survey Haizhou Shi Zihao Xu Hengyi Wang Weiyi Qin Wenyuan Wang Yibin Wang Zifeng Wang Sayna Ebrahimi Hao Wang CLL KELM LRM 167 88 0 25 Apr 2024
REBEL: Reinforcement Learning via Regressing Relative Rewards Zhaolin Gao Jonathan D. Chang Wenhao Zhan Owen Oertell Gokul Swamy Kianté Brantley Thorsten Joachims J. Andrew Bagnell Jason D. Lee Wen Sun OffRL 87 41 0 25 Apr 2024
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Hippocrates: An Open-Source Framework for Advancing Large Language Models in Healthcare Emre Can Acikgoz Osman Batur .Ince Rayene Bench Arda Anil Boz .Ilker Kesen Aykut Erdem Erkut Erdem LM&MA 79 10 0 25 Apr 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 137 4 0 25 Apr 2024
Efficiency in Focus: LayerNorm as a Catalyst for Fine-tuning Medical Visual Language Pre-trained Models Jiawei Chen Dingkang Yang Yue Jiang Mingcheng Li Jinjie Wei Xiaolu Hou Lihua Zhang 113 6 0 25 Apr 2024
Training-Free Unsupervised Prompt for Vision-Language Models Sifan Long Linbin Wang Zhen Zhao Zichang Tan Yiming Wu Shengsheng Wang Jingdong Wang VLM VPVLM 104 1 0 25 Apr 2024
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models Hedda Cohen Indelman Elay Dahan Angeles M. Perez-Agosto Carmit Shiran D. Shaked Nati Daniel MedIm 68 2 0 25 Apr 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 69 3 0 25 Apr 2024
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models Zhiqiang Tang Haoyang Fang Su Zhou Taojiannan Yang Zihan Zhong Tony Hu Katrin Kirchhoff George Karypis 109 14 0 24 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 99 18 0 24 Apr 2024
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering Cuong Nhat Ha Shima Asaadi Sanjeev Kumar Karn Oladimeji Farri Tobias Heimann Thomas Runkler 73 5 0 24 Apr 2024