Title
LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning Jun Lu Lei Yu Xiaojia Li Li Yang Chun Zuo ALM 84 80 0 22 Aug 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 210 93 0 22 Aug 2023
FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning Haokun Chen Yao Zhang Denis Krompass Jindong Gu Volker Tresp FedML 114 54 0 21 Aug 2023
Giraffe: Adventures in Expanding Context Lengths in LLMs Arka Pal Deep Karkhanis Manley Roberts Samuel Dooley Arvind Sundararajan Siddartha Naidu 109 40 0 21 Aug 2023
Instruction Tuning for Large Language Models: A Survey Shengyu Zhang Linfeng Dong Xiaoya Li Sen Zhang Xiaofei Sun ... Jiwei Li Runyi Hu Tianwei Zhang Leilei Gan Guoyin Wang LM&MA 110 610 0 21 Aug 2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models Zixing Zhang Liyizhe Peng Tao Pang Jing Han Huan Zhao Bjorn W. Schuller 64 17 0 21 Aug 2023
SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding Tianyu Yu Chengyue Jiang Chao Lou Shen Huang Xiaobin Wang ... Haitao Zheng Ningyu Zhang Pengjun Xie Fei Huang Yong Jiang LRM 122 16 0 21 Aug 2023
UbiPhysio: Support Daily Functioning, Fitness, and Rehabilitation with Action Understanding and Feedback in Natural Language Chongyang Wang Yuan Feng L. Zhong Siyi Zhu Chi Zhang ... Chen Liang Yuntao wang Chen-Jun He Chun Yu Yuanchun Shi 73 6 0 21 Aug 2023
An Examination of the Compositionality of Large Generative Vision-Language Models Teli Ma Rong Li Junwei Liang CoGe 79 4 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 96 36 0 21 Aug 2023
How Good Are LLMs at Out-of-Distribution Detection? Bo Liu Li-Ming Zhan Zexin Lu Yu Feng Lei Xue Xiao-Ming Wu OODD 73 9 0 20 Aug 2023
Large Transformers are Better EEG Learners Bingxin Wang Xiao-Ying Fu Yuan Lan Luchan Zhang Wei Zheng Yang Xiang 128 6 0 20 Aug 2023
LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models Yixuan Weng Zhiqi Wang Huanxuan Liao Shizhu He Shengping Liu Kang Liu Jun Zhao 69 3 0 20 Aug 2023
FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt Zhi Qi Yi Yu Meiqi Tu Junyi Tan Yongfeng Huang CLL 36 23 0 20 Aug 2023
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation Yanyuan Qiao Zheng Yu Qi Wu VLM 74 19 0 20 Aug 2023
Open, Closed, or Small Language Models for Text Classification? Hao Yu Zachary Yang Kellin Pelrine Jean Francois Godbout Reihaneh Rabbany 78 36 0 19 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 137 143 0 19 Aug 2023
AltDiffusion: A Multilingual Text-to-Image Diffusion Model Fulong Ye Guangyi Liu Xinya Wu Ledell Yu Wu VLM 96 29 0 19 Aug 2023
Tackling Vision Language Tasks Through Learning Inner Monologues Diji Yang Kezhen Chen Jinmeng Rao Xiaoyuan Guo Yawen Zhang Jie Yang Yize Zhang MLLM 99 11 0 19 Aug 2023
Eva-KELLM: A New Benchmark for Evaluating Knowledge Editing of LLMs Suhang Wu Minlong Peng Yue Chen Jinsong Su Mingming Sun KELM 84 39 0 19 Aug 2023
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions Wenbo Hu Y. Xu Yuante Li W. Li Zhe Chen Zhuowen Tu MLLM VLM 109 133 0 19 Aug 2023
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization Xiaoyu Ye Hao Huang Jiaqi An Yongtao Wang WIGM 85 23 0 19 Aug 2023
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control Zi-Yuan Hu Yanyang Li Michael R. Lyu Liwei Wang VLM 90 16 0 18 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation Zhen Xing Qi Dai Hang-Rui Hu Zuxuan Wu Yu-Gang Jiang VGen DiffM 103 84 0 18 Aug 2023
PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose Estimation Han Liu Ju He Zhi-Qi Cheng Wangmeng Xiang Q. Yang ... Gaoang Wang Xueting Bao Bin Luo Yifeng Geng Xuansong Xie DiffM 62 20 0 18 Aug 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Thomas De Min Massimiliano Mancini Alahari Karteek Xavier Alameda-Pineda Elisa Ricci CLL 49 9 0 18 Aug 2023
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT Botond Fazekas José Morano Dmitrii Lachinov Guilherme Aresta Hrvoje Bogunović MedIm 54 8 0 18 Aug 2023
V2A-Mapper: A Lightweight Solution for Vision-to-Audio Generation by Connecting Foundation Models Heng Wang Jianbo Ma Santiago Pascual Richard Cartwright Weidong (Tom) Cai VGen 112 43 0 18 Aug 2023
HyperLoRA for PDEs Ritam Majumdar Vishal Sudam Jadhav A. Deodhar Shirish S. Karande Lovekesh Vig Venkataramana Runkana PINN AI4CE 34 1 0 18 Aug 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning Guangyu Sun Matías Mendieta Jun Luo Shandong Wu Chong Chen 89 18 0 17 Aug 2023
ZhiJian: A Unifying and Rapidly Deployable Toolbox for Pre-trained Model Reuse Yi-Kai Zhang Lu Ren Chao Yi Qiwen Wang De-Chuan Zhan Han-Jia Ye 63 2 0 17 Aug 2023
Building Emotional Support Chatbots in the Era of LLMs Zhonghua Zheng Lizi Liao Yang Deng Liqiang Nie AI4MH 90 51 0 17 Aug 2023
CMB: A Comprehensive Medical Benchmark in Chinese Xidong Wang Guiming Hardy Chen Dingjie Song Zhiyi Zhang Zhihong Chen ... Feng Jiang Jianquan Li Xiang Wan Benyou Wang Haizhou Li LM&MA ELM AI4MH 102 91 0 17 Aug 2023
Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts S. Park Seunghan Yang Jaegul Choo Sungrack Yun VLM TTA 70 19 0 17 Aug 2023
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans Yangyi Huang Hongwei Yi Yuliang Xiu Tingting Liao Jiaxiang Tang Deng Cai Justus Thies DiffM 132 86 0 16 Aug 2023
LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters Ching Chang Wei-Yao Wang Wenjie Peng Tien-Fu Chen AI4TS 158 61 0 16 Aug 2023
Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer Guangyi Chen Xiao Liu Guangrun Wang Kun Zhang Philip H.S.Torr Xiaoping Zhang Yansong Tang 119 19 0 16 Aug 2023
Dual-Stream Diffusion Net for Text-to-Video Generation Binhui Liu Xin Liu Anbo Dai Zhiyong Zeng Dan Wang Zhen Cui Jian Yang DiffM VGen 95 10 0 16 Aug 2023
CMD: a framework for Context-aware Model self-Detoxification Zecheng Tang Keyan Zhou Juntao Li Yuyang Ding Pinzheng Wang Bowen Yan Minzhang MU 65 5 0 16 Aug 2023
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation Junru Lu Siyu An Mingbao Lin Gabriele Pergola Yulan He Di Yin Xing Sun Yunsheng Wu 127 40 0 16 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey Lovre Torbarina Tin Ferkovic Lukasz Roguski Velimir Mihelčić Bruno Šarlija Z. Kraljevic 72 5 0 16 Aug 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation Xinshuo Hu Dongfang Li Baotian Hu Zihao Zheng Zhenyu Liu Hao Fei KELM MU 94 30 0 16 Aug 2023
Robustness Over Time: Understanding Adversarial Examples' Effectiveness on Longitudinal Versions of Large Language Models Yugeng Liu Tianshuo Cong Zhengyu Zhao Michael Backes Yun Shen Yang Zhang AAML 90 8 0 15 Aug 2023
Informed Named Entity Recognition Decoding for Generative Language Models Tobias Deuβer L. Hillebrand Christian Bauckhage R. Sifa 77 9 0 15 Aug 2023
Dancing Avatar: Pose and Text-Guided Human Motion Videos Synthesis with Image Diffusion Model Bosheng Qin Wentao Ye Qifan Yu Siliang Tang Yueting Zhuang DiffM VGen 52 13 0 15 Aug 2023
Dynamic Low-Rank Instance Adaptation for Universal Neural Image Compression Yue Lv Jin-Peng Xiang Jun Zhang Wenming Yang Xiao Han Wei Yang 82 14 0 15 Aug 2023
A Survey on Model Compression for Large Language Models Xunyu Zhu Jian Li Yong Liu Can Ma Weiping Wang 139 233 0 15 Aug 2023
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Qi Wu Yuyao Zhang Marawan Elbatel VLM MedIm 79 36 0 15 Aug 2023
Vision-Language Dataset Distillation Xindi Wu Byron Zhang Zhiwei Deng Olga Russakovsky DD VLM 86 10 0 15 Aug 2023
Semantic Similarity Loss for Neural Source Code Summarization Chia-Yi Su Collin McMillan 58 4 0 14 Aug 2023