Title
Learning to Generate Parameters of ConvNets for Unseen Image Data Shiye Wang Kaituo Feng Changsheng Li Ye Yuan Guoren Wang 98 1 0 18 Oct 2023
De novo protein design using geometric vector field networks Weian Mao Muzhi Zhu Zheng Sun Shuaike Shen Lin Yuanbo Wu Hao Chen Chunhua Shen DiffM 61 14 0 18 Oct 2023
Telecom AI Native Systems in the Age of Generative AI -- An Engineering Perspective Ricardo Britto Timothy Murphy Massimo Iovene Leif Jonsson Melike Erol-Kantarci Benedek Kovács 61 7 0 18 Oct 2023
Investigating Uncertainty Calibration of Aligned Language Models under the Multiple-Choice Setting Guande He Peng Cui Jianfei Chen Wenbo Hu Jun Zhu 96 12 0 18 Oct 2023
Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs Jiefeng Chen Jinsung Yoon Sayna Ebrahimi Sercan O. Arik Tomas Pfister Somesh Jha 62 33 0 18 Oct 2023
VeRA: Vector-based Random Matrix Adaptation D. J. Kopiczko Tijmen Blankevoort Yuki Markus Asano VLM 85 164 0 17 Oct 2023
Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective Ming Zhong Chenxin An Weizhu Chen Jiawei Han Pengcheng He 101 12 0 17 Oct 2023
Last One Standing: A Comparative Analysis of Security and Privacy of Soft Prompt Tuning, LoRA, and In-Context Learning Rui Wen Tianhao Wang Michael Backes Yang Zhang Ahmed Salem AAML 79 11 0 17 Oct 2023
Generative error correction for code-switching speech recognition using large language models Chen Chen Yuchen Hu Chao-Han Huck Yang Hexin Liu Sabato Marco Siniscalchi Chng Eng Siong 69 9 0 17 Oct 2023
H2O Open Ecosystem for State-of-the-art Large Language Models Arno Candel Jon McKinney Philipp Singer Pascal Pfeiffer Maximilian Jeblick Chun Ming Lee Marcos V. Conde VLM 55 4 0 17 Oct 2023
Experimenting AI Technologies for Disinformation Combat: the IDMO Project Lorenzo Canale Alberto Messina 18 2 0 17 Oct 2023
Denevil: Towards Deciphering and Navigating the Ethical Values of Large Language Models via Instruction Learning Shitong Duan Xiaoyuan Yi Peng Zhang Tun Lu Xing Xie Ning Gu 90 12 0 17 Oct 2023
Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters Gyuseong Lee Wooseok Jang Jin Hyeon Kim Jaewoo Jung Seungryong Kim MoE OOD 72 4 0 17 Oct 2023
Matrix Compression via Randomized Low Rank and Low Precision Factorization R. Saha Varun Srivastava Mert Pilanci 85 23 0 17 Oct 2023
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation Tomohito Kasahara Daisuke Kawahara 80 3 0 17 Oct 2023
Correction Focused Language Model Training for Speech Recognition Yingyi Ma Zhe Liu Ozlem Kalinli KELM 96 3 0 17 Oct 2023
Instructive Dialogue Summarization with Query Aggregations Bin Wang Zhengyuan Liu Nancy F. Chen 87 3 0 17 Oct 2023
Tracking and Mapping in Medical Computer Vision: A Review Adam Schmidt Omid Mohareri S. DiMaio Michael C. Yip Septimiu E. Salcudean 129 36 0 17 Oct 2023
LAMP: Learn A Motion Pattern for Few-Shot-Based Video Generation Ruiqi Wu Liangyu Chen Tong Yang Chunle Guo Chongyi Li Xiangyu Zhang DiffM VGen 166 53 0 16 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 179 139 0 16 Oct 2023
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Jia-Wei Liu Yan-Pei Cao Jay Zhangjie Wu Weijia Mao Yuchao Gu Rui Zhao Jussi Keppo Ying Shan Mike Zheng Shou VGen DiffM 106 17 0 16 Oct 2023
Sample Complexity of Preference-Based Nonparametric Off-Policy Evaluation with Deep Networks Zihao Li Xiang Ji Minshuo Chen Mengdi Wang OffRL 77 0 0 16 Oct 2023
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models Ziniu Li Tian Xu Yushun Zhang Zhihang Lin Yang Yu Ruoyu Sun Zhimin Luo 139 79 0 16 Oct 2023
Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis Kai Chen Chunwei Wang Kuo Yang Jianhua Han Lanqing Hong ... Zhenguo Li Dit-Yan Yeung Lifeng Shang Xin Jiang Qun Liu 183 36 0 16 Oct 2023
MechGPT, a language-based strategy for mechanics and materials modeling that connects knowledge across scales, disciplines and modalities Markus J. Buehler KELM 90 61 0 16 Oct 2023
Real-Fake: Effective Training Data Synthesis Through Distribution Matching Jianhao Yuan Jie Zhang Shuyang Sun Philip Torr Bo Zhao 85 27 0 16 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 118 45 0 16 Oct 2023
ConsistNet: Enforcing 3D Consistency for Multi-view Images Diffusion Jiayu Yang Ziang Cheng Yunfei Duan Pan Ji Hongdong Li DiffM 88 58 0 16 Oct 2023
Scene Graph Conditioning in Latent Diffusion Frank Fundel DiffM 61 0 0 16 Oct 2023
Prediction of Arabic Legal Rulings using Large Language Models Adel Ammar Anis Koubaa Bilel Benjdira Omar Najar Serry Sibaee AILaw ELM 64 9 0 16 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 168 124 0 16 Oct 2023
AdaLomo: Low-memory Optimization with Adaptive Learning Rate Kai Lv Hang Yan Qipeng Guo Haijun Lv Xipeng Qiu ODL 88 23 0 16 Oct 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT -- A Text-to-SQL Parsing Comparison Shuo Sun Yuchen Zhang Jiahuan Yan Yuze Gao Donovan Ong Bin Chen Jian Su ELM ALM 70 13 0 16 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 41 3 0 16 Oct 2023
Reusing Pretrained Models by Multi-linear Operators for Efficient Training Yu Pan Ye Yuan Yichun Yin Zenglin Xu Lifeng Shang Xin Jiang Qun Liu 95 17 0 16 Oct 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization Yao Xiao Lu Xu Jiaxi Li Wei Lu Xiaoli Li VLM 73 7 0 16 Oct 2023
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Issey Sukeda Masahiro Suzuki Hiroki Sakaji Satoshi Kodera LM&MA 77 9 0 16 Oct 2023
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models Tao Fan Yan Kang Guoqiang Ma Weijing Chen Wenbin Wei Lixin Fan Qiang Yang 97 65 0 16 Oct 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 104 14 0 15 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 120 51 0 15 Oct 2023
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering Shuwen Yang Anran Wu Xingjiao Wu Luwei Xiao Tianlong Ma Cheng Jin Liang He 69 4 0 15 Oct 2023
Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks Woojin Cho Kookjin Lee Donsub Rim Noseong Park AI4CE PINN 94 20 0 14 Oct 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 255 474 0 14 Oct 2023
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 91 58 0 13 Oct 2023
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming Chufan Gao Xulin Fan Jimeng Sun Xuan Wang 65 8 0 13 Oct 2023
Automated Claim Matching with Large Language Models: Empowering Fact-Checkers in the Fight Against Misinformation Eun Cheol Choi Emilio Ferrara 86 18 0 13 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 89 22 0 13 Oct 2023
CopyScope: Model-level Copyright Infringement Quantification in the Diffusion Workflow Junlei Zhou Jiashi Gao Ziwei Wang Xuetao Wei 47 2 0 13 Oct 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection Sehyun Choi Tianqing Fang Zhaowei Wang Yangqiu Song 85 39 0 13 Oct 2023
MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks Xiaocui Yang Wenfang Wu Shi Feng Ming Wang Daling Wang Yang Li Qi Sun Yifei Zhang Xiaoming Fu Soujanya Poria LRM ELM 73 11 0 13 Oct 2023