Title
LOGIN: A Large Language Model Consulted Graph Neural Network Training Framework Yiran Qiao Xiang Ao Yang Liu Jiarong Xu Xiaoqian Sun Qing He 100 4 0 22 May 2024
FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition Ganggui Ding Canyu Zhao Wen Wang Zhen Yang Zide Liu Hao Chen Chunhua Shen DiffM 84 26 0 22 May 2024
Thermodynamic Natural Gradient Descent Kaelan Donatella Samuel Duffield Maxwell Aifer Denis Melanson Gavin Crooks Patrick J. Coles 55 3 0 22 May 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners Shimao Zhang Changjiang Gao Wenhao Zhu Jiajun Chen Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang 66 9 0 22 May 2024
Dense Connector for MLLMs Huanjin Yao Wenhao Wu Taojiannan Yang Yuxin Song Mengxi Zhang Haocheng Feng Yifan Sun Zhiheng Li Wanli Ouyang Jingdong Wang MLLM VLM 102 25 0 22 May 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning Zijian Zhou Xiaoqiang Lin Xinyi Xu Alok Prakash Daniela Rus K. H. Low 72 4 0 22 May 2024
CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models Huiwen Wu Xiaohan Li Deyi Zhang Xiaogang Xu Xiaogang Xu Puning Zhao Zhe Liu FedML 75 2 0 22 May 2024
Class-Conditional self-reward mechanism for improved Text-to-Image models Safouane El Ghazouali Arnaud Gucciardi Umberto Michelucci EGVM 48 0 0 22 May 2024
Enhanced Creativity and Ideation through Stable Video Synthesis Elijah Miller Thomas Dupont Mingming Wang VGen 61 1 0 22 May 2024
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity Rheeya Uppaal Apratim De Yiting He Yiquao Zhong Junjie Hu 168 7 0 22 May 2024
Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting Krishna Prasad Varadarajan Srinivasan Prasanth Gumpena Madhusudhana Yattapu Vishal H. Brahmbhatt 34 1 0 21 May 2024
ReALLM: A general framework for LLM compression and fine-tuning Louis Leconte Lisa Bedin Van Minh Nguyen Eric Moulines MQ 129 1 0 21 May 2024
Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents San Kim Gary Geunbae Lee AAML 134 3 0 21 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 123 59 0 21 May 2024
Multi-Subject Personalization Arushi Jain Shubham Paliwal Monika Sharma Vikram Jamwal Lovekesh Vig DiffM 42 1 0 21 May 2024
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling Xingzhou Lou Junge Zhang Jian Xie Lifeng Liu Dong Yan Kaiqi Huang 96 13 0 21 May 2024
Mining the Explainability and Generalization: Fact Verification Based on Self-Instruction Guangyao Lu Yulin Liu 105 0 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 124 2 0 21 May 2024
Training Data Attribution via Approximate Unrolled Differentiation Juhan Bae Wu Lin Jonathan Lorraine Roger C. Grosse TDI MU 162 18 0 20 May 2024
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning Ting Jiang Shaohan Huang Shengyue Luo Zihan Zhang Haizhen Huang ... Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang 92 31 0 20 May 2024
Imp: Highly Capable Large Multimodal Models for Mobile Devices Zhenwei Shao Zhou Yu Jun Yu Xuecheng Ouyang Lihao Zheng Zhenbiao Gai Mingyang Wang Jiajun Ding 75 11 0 20 May 2024
TinyLLaVA Factory: A Modularized Codebase for Small-scale Large Multimodal Models Junlong Jia Ying Hu Xi Weng Yiming Shi Miao Li ... Baichuan Zhou Ziyu Liu Jie Luo Lei Huang Ji Wu 97 9 0 20 May 2024
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework Jian Hu Xibin Wu Wei Shen OpenLLMAI Team Dehao Zhang ... Weikai Fang Xianyu Yu Cao Haotian Xu Yiming Liu VLM AI4CE 139 130 0 20 May 2024
Your Transformer is Secretly Linear Anton Razzhigaev Matvey Mikhalchuk Elizaveta Goncharova Nikolai Gerasimenko Ivan Oseledets Denis Dimitrov Andrey Kuznetsov 81 6 0 19 May 2024
MeteoRA: Multiple-tasks Embedded LoRA for Large Language Models Jingwei Xu Junyu Lai Yunpeng Huang MoE MoMe 93 11 0 19 May 2024
Learning More Generalized Experts by Merging Experts in Mixture-of-Experts Sejik Park FedML CLL MoMe 78 5 0 19 May 2024
Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts Yunxin Li Shenyuan Jiang Baotian Hu Longyue Wang Wanqi Zhong Wenhan Luo Lin Ma Min Zhang MoE 111 42 0 18 May 2024
Automated Multi-level Preference for MLLMs Mengxi Zhang Wenhao Wu Yu Lu Yuxin Song Kang Rong ... Jianbo Zhao Fanglong Liu Yifan Sun Haocheng Feng Jingdong Wang MLLM 129 15 0 18 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 125 35 0 17 May 2024
Generative AI for 2D Character Animation Jaime Guajardo Ozgun Y. Bursalioglu Dan B. Goldman VGen 49 3 0 17 May 2024
Improving face generation quality and prompt following with synthetic captions Michail Tarasiou Stylianos Moschoglou Jiankang Deng Stefanos Zafeiriou 24 0 0 17 May 2024
ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains Zhaopei Huang Jinming Zhao Qin Jin ReLM LRM 85 6 0 17 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 118 79 0 17 May 2024
Efficient Multimodal Large Language Models: A Survey Yizhang Jin Jian Li Yexin Liu Tianjun Gu Kai Wu ... Xin Tan Zhenye Gan Yabiao Wang Chengjie Wang Lizhuang Ma LRM 122 58 0 17 May 2024
BugBlitz-AI: An Intelligent QA Assistant Yi Yao Jun Wang Yabai Hu Lifeng Wang Yi Zhou Jack Chen Xuming Gai Zhenming Wang Wenjun Liu 32 2 0 17 May 2024
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers Shengyuan Yang Jiawang Bai Kuofeng Gao Yong-Liang Yang Yiming Li Shu-Tao Xia AAML SILM 116 5 0 17 May 2024
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models Jiawei Li Jingshu Peng Haoyang Li Lei Chen AI4TS 97 3 0 17 May 2024
Towards Better Question Generation in QA-based Event Extraction Zijin Hong Jian Liu 112 9 0 17 May 2024
Grounded 3D-LLM with Referent Tokens Yilun Chen Shuai Yang Haifeng Huang Tai Wang Ruiyuan Lyu Runsen Xu Dahua Lin Jiangmiao Pang 118 37 0 16 May 2024
Text-to-Vector Generation with Neural Path Representation Peiying Zhang Nanxuan Zhao Jing Liao 116 12 0 16 May 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning Yuexiang Zhai Hao Bai Zipeng Lin Jiayi Pan Shengbang Tong ... Alane Suhr Saining Xie Yann LeCun Yi-An Ma Sergey Levine LLMAG LRM 143 81 0 16 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 69 9 0 16 May 2024
DocuMint: Docstring Generation for Python using Small Language Models Bibek Poudel Adam Cook Sekou Traore Shelah Ameli ALM 74 1 0 16 May 2024
Low-Rank Adaptation of Time Series Foundational Models for Out-of-Domain Modality Forecasting Divij Gupta Anubhav Bhatti Surajsinh Parmar Chen Dan Yuwei Liu Bingjie Shen San Lee AI4TS 76 4 0 16 May 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models Yuchen Hu Chen Chen Chengwei Qin Qiushi Zhu Eng Siong Chng Ruizhe Li AuLLM KELM 100 7 0 16 May 2024
Flow Score Distillation for Diverse Text-to-3D Generation Runjie Yan Kailu Wu Kaisheng Ma 76 3 0 16 May 2024
SecureLLM: Using Compositionality to Build Provably Secure Language Models for Private, Sensitive, and Secret Data Abdulrahman Alabdulakreem Christian M Arnold Yerim Lee Pieter M Feenstra Boris Katz Andrei Barbu 69 4 0 16 May 2024
Cross-sensor self-supervised training and alignment for remote sensing V. Marsocci Nicolas Audebert 86 1 0 16 May 2024
A survey on fairness of large language models in e-commerce: progress, application, and challenge Qingyang Ren Zilin Jiang Jinghan Cao Sijia Li Chiqu Li Yiyang Liu Shuning Huo Tiange He Yuan Chen AILaw FaML 106 7 0 15 May 2024
LoRA Learns Less and Forgets Less D. Biderman Jose Javier Gonzalez Ortiz Jacob P. Portes Mansheej Paul Philip Greengard ... Sam Havens Vitaliy Chiley Jonathan Frankle Cody Blakeney John P. Cunningham CLL 133 142 0 15 May 2024