Title
Re-ReST: Reflection-Reinforced Self-Training for Language Agents Zi-Yi Dou Cheng-Fu Yang Xueqing Wu Kai-Wei Chang Nanyun Peng LRM 149 10 0 03 Jun 2024
Self-Improving Robust Preference Optimization Eugene Choi Arash Ahmadian Matthieu Geist Oilvier Pietquin M. G. Azar 94 9 0 03 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Kun Zhang 126 5 0 01 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 242 1 0 01 Jun 2024
Scalable Bayesian Learning with posteriors Samuel Duffield Kaelan Donatella Johnathan Chiu Phoebe Klett Daniel Simpson BDL UQCV 167 2 0 31 May 2024
Information Theoretic Text-to-Image Alignment Chao Wang Giulio Franzese A. Finamore Massimo Gallo Pietro Michiardi 146 0 0 31 May 2024
Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs Zichao Hu Junyi Jessy Li Arjun Guha Joydeep Biswas SyDa ALM 103 1 0 30 May 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 83 1 0 30 May 2024
Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation Ya Lu Jishnu Jaykumar Yunhui Guo Nicholas Ruozzi Yu Xiang VLM ISeg 143 5 0 28 May 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 288 205 0 27 May 2024
LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence Zhuoling Li Xiaogang Xu Zhenhua Xu Sernam Lim Hengshuang Zhao LM&Ro 130 2 0 27 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Dinesh Manocha Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 179 38 0 24 May 2024
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization Zhe Li Bicheng Ying Zidong Liu Chaosheng Dong Haibo Yang FedML 131 3 0 24 May 2024
Sparse Matrix in Large Language Model Fine-tuning Haoze He Juncheng Billy Li Xuan Jiang Heather Miller MoE 88 5 0 24 May 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 172 24 0 23 May 2024
Mixture of Experts Meets Prompt-Based Continual Learning Minh Le An Nguyen Huy Nguyen Trang Nguyen Trang Pham L. Ngo Nhat Ho CLL 118 14 0 23 May 2024
AdjointDEIS: Efficient Gradients for Diffusion Models Zander W. Blasingame Chen Liu DiffM 123 5 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 313 54 0 23 May 2024
LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks Michelle Halbheer Dominik J. Mühlematter Alexander Becker Dominik Narnhofer Helge Aasen Konrad Schindler Mehmet Özgür Türkoglu UQCV 115 3 0 23 May 2024
Implicit In-context Learning Zhuowei Li Zihao Xu Ligong Han Yunhe Gao Song Wen Di Liu Hao Wang Dimitris N. Metaxas 123 3 0 23 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 124 4 0 14 May 2024
DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation Jie Xu Karthikeyan P. Saravanan Rogier van Dalen Haaris Mehmood David Tuckey Mete Ozay 163 8 0 10 May 2024
A Survey on Personalized Content Synthesis with Diffusion Models Xu-Lu Zhang Xiao Wei Wengyu Zhang Jinlin Wu Jiaxin Wu Zhen Lei Zhaoxiang Zhang Zhen Lei Qing Li EGVM 197 22 0 09 May 2024
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models Prannay Kaul Zhizhong Li Hao Yang Yonatan Dukler Ashwin Swaminathan C. Taylor Stefano Soatto HILM 148 18 0 08 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 117 42 0 08 May 2024
ModelShield: Adaptive and Robust Watermark against Model Extraction Attack Kaiyi Pang Tao Qi Chuhan Wu Minhao Bai Minghu Jiang Yongfeng Huang AAML WaLM 140 5 0 03 May 2024
Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment Zhili Liu Yunhao Gou Kai Chen Lanqing Hong Jiahui Gao ... Yu Zhang Zhenguo Li Xin Jiang Qiang Liu James T. Kwok MoE 229 10 0 01 May 2024
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 225 197 0 29 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 124 4 0 24 Apr 2024
SkinGEN: an Explainable Dermatology Diagnosis-to-Generation Framework with Interactive Vision-Language Models Bo Lin Yingjing Xu Xuanwen Bao Zhou Zhao Zuyong Zhang Zhouyang Wang 117 3 0 23 Apr 2024
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Amir Saeidi Shivanshu Verma Chitta Baral Chitta Baral ALM 103 26 0 23 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 185 60 0 23 Apr 2024
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback Wenyi Xiao Ziwei Huang Leilei Gan Wanggui He Haoyuan Li Zhelun Yu Hao Jiang Leilei Gan Linchao Zhu MLLM 85 34 0 22 Apr 2024
An empirical study of LLaMA3 quantization: from LLMs to MLLMs Wei Huang Xingyu Zheng Xudong Ma Haotong Qin Chengtao Lv Hong Chen Jie Luo Xiaojuan Qi Xianglong Liu Michele Magno MQ 118 42 0 22 Apr 2024
MultiBooth: Towards Generating All Your Concepts in an Image from Text Chenyang Zhu Kai Li Yue Ma Chunming He Li Xiu DiffM 200 29 0 22 Apr 2024
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance Chengrui Wang Pengfei Liu Min Zhou Ming Zeng Xubin Li Tiezheng Ge Bo Zheng DiffM 119 5 0 22 Apr 2024
LASER: Tuning-Free LLM-Driven Attention Control for Efficient Text-conditioned Image-to-Animation Haoyu Zheng Wenqiao Zhang Yaoke Wang Hao Zhou Jiang Liu Juncheng Li Zheqi Lv Siliang Tang Yueting Zhuang Yueting Zhuang 126 1 0 21 Apr 2024
MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering Avinash Anand Janak Kapuriya Chhavi Kirtani Apoorv Singh Jay Saraf Naman Lal Jatin Kumar A. Shivam Astha Verma R. Shah OffRL 89 9 0 19 Apr 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 169 3 0 19 Apr 2024
AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence Minbeom Kim Hwanhee Lee Joonsuk Park Hwaran Lee Kyomin Jung 106 3 0 18 Apr 2024
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory Ali Modarressi Abdullatif Köksal Ayyoob Imani Mohsen Fayyaz Hinrich Schütze KELM 190 11 0 17 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 153 17 0 16 Apr 2024
From Data Deluge to Data Curation: A Filtering-WoRA Paradigm for Efficient Text-based Person Search Jintao Sun Zhedong Zheng Gangyi Ding Gangyi Ding 94 8 0 16 Apr 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej A. Mazurowski MedIm VLM 138 20 0 15 Apr 2024
AdapterSwap: Continuous Training of LLMs with Data Removal and Access-Control Guarantees William Fleshman Aleem Khan Marc Marone Benjamin Van Durme CLL KELM 122 4 0 12 Apr 2024
Flatness Improves Backbone Generalisation in Few-shot Classification Rui Li Martin Trapp Talal Alrawajfeh Arno Solin 111 0 0 11 Apr 2024
RealmDreamer: Text-Driven 3D Scene Generation with Inpainting and Depth Diffusion Jaidev Shriram Alex Trevithick Lingjie Liu Ravi Ramamoorthi DiffM 3DGS 153 59 0 10 Apr 2024
We're Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text Aarohi Srivastava David Chiang 108 0 0 10 Apr 2024
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback Liqiang Jing Xinya Du 173 17 0 07 Apr 2024
Personalized LLM Response Generation with Parameterized Memory Injection Kai Zhang Lizhi Qing Yangyang Kang 113 11 0 04 Apr 2024