Title
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models Deyao Zhu Jun Chen Xiaoqian Shen Xiang Li Mohamed Elhoseiny VLM MLLM 167 2,075 0 20 Apr 2023
Fundamental Limitations of Alignment in Large Language Models Yotam Wolf Noam Wies Oshri Avnery Yoav Levine Amnon Shashua ALM 194 148 0 19 Apr 2023
AdapterGNN: Parameter-Efficient Fine-Tuning Improves Generalization in GNNs Shengrui Li Xueting Han Jing Bai AI4CE 45 12 0 19 Apr 2023
Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling Xiuying Wei Yunchen Zhang Yuhang Li Xiangguo Zhang Ruihao Gong Jian Ren Zhengang Li MQ 78 36 0 18 Apr 2023
Learning to Compress Prompts with Gist Tokens Jesse Mu Xiang Lisa Li Noah D. Goodman VLM 131 227 0 17 Apr 2023
Efficient and Effective Text Encoding for Chinese LLaMA and Alpaca Yiming Cui Ziqing Yang Xin Yao ALM 96 317 0 17 Apr 2023
A Comparative Study between Full-Parameter and LoRA-based Fine-Tuning on Chinese Instruction Data for Instruction Following Large Language Model Xianghui Sun Yunjie Ji Baochang Ma Xiangang Li ALM 85 19 0 17 Apr 2023
Everyone Can Be Picasso? A Computational Framework into the Myth of Human versus AI Painting Yilin Ye Rong Huang Kangyi Zhang Weizhen Zeng 27 1 0 17 Apr 2023
Towards Better Instruction Following Language Models for Chinese: Investigating the Impact of Training Data and Evaluation Yunjie Ji Yan Gong Yong Deng Yiping Peng Qiang Niu Baochang Ma Xiangang Li ALM ELM 102 25 0 16 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators Nils Lukas Florian Kerschbaum WIGM 93 24 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Boyao Wang Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 124 470 0 13 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 74 81 0 13 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 94 62 0 13 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 222 105 0 12 Apr 2023
The Capacity and Robustness Trade-off: Revisiting the Channel Independent Strategy for Multivariate Time Series Forecasting Lu Han Han-Jia Ye De-Chuan Zhan AI4TS 104 100 0 11 Apr 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei Junwen Bai Siddhartha Brahma Joshua Ainslie Kenton Lee ... Vincent Zhao Yuexin Wu Yue Liu Yu Zhang Ming-Wei Chang BDL AI4CE 104 63 0 11 Apr 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 124 78 0 10 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 118 232 0 10 Apr 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback Wenxiang Jiao Jen-tse Huang Wenxuan Wang Zhiwei He Tian Liang Xing Wang Shuming Shi Zhaopeng Tu ALM 111 45 0 05 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 158 273 0 04 Apr 2023
Strong Baselines for Parameter Efficient Few-Shot Fine-tuning S. Basu Daniela Massiceti S. Hu Soheil Feizi VLM 85 34 0 04 Apr 2023
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning Lifu Tu Jin Qu Semih Yavuz Shafiq Joty Wenhao Liu Caiming Xiong Yingbo Zhou 82 9 0 03 Apr 2023
DreamAvatar: Text-and-Shape Guided 3D Human Avatar Generation via Diffusion Models Yukang Cao Yan-Pei Cao Kai Han Ying Shan Kwan-Yee K. Wong DiffM 100 145 0 03 Apr 2023
Spam-T5: Benchmarking Large Language Models for Few-Shot Email Spam Detection Maxime Labonne Sean J. Moran 90 23 0 03 Apr 2023
Enhancing Large Language Models with Climate Resources Mathias Kraus J. Bingler Markus Leippold Tobias Schimanski Chiara Colesanti-Senni Dominik Stammbach S. Vaghefi Nicolas Webersinke 101 25 0 31 Mar 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 52 16 0 31 Mar 2023
Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models Eric Zhang Kai Wang Xingqian Xu Zhangyang Wang Humphrey Shi DiffM 126 193 0 30 Mar 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data Paola Cascante-Bonilla Khaled Shehada James Smith Sivan Doveh Donghyun Kim ... Gül Varol A. Oliva Vicente Ordonez Rogerio Feris Leonid Karlinsky VLM SyDa 122 42 0 30 Mar 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 96 94 0 30 Mar 2023
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Renrui Zhang Jiaming Han Chris Liu Peng Gao Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Yu Qiao MLLM 179 787 0 28 Mar 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 104 179 0 28 Mar 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 71 22 0 27 Mar 2023
Scaling Pre-trained Language Models to Deeper via Parameter-efficient Architecture Peiyu Liu Ze-Feng Gao Yushuo Chen Wayne Xin Zhao Ji-Rong Wen MoE 61 0 0 27 Mar 2023
Task-oriented Memory-efficient Pruning-Adapter Guorun Wang Jun Yang Yaoru Sun 44 4 0 26 Mar 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference Xiaoshi Wu Keqiang Sun Feng Zhu Rui Zhao Hongsheng Li 126 164 0 25 Mar 2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining Mannat Singh Quentin Duval Kalyan Vasudev Alwala Haoqi Fan Vaibhav Aggarwal ... Piotr Dollár Christoph Feichtenhofer Ross B. Girshick Rohit Girdhar Ishan Misra LRM 182 71 0 23 Mar 2023
Medical diffusion on a budget: textual inversion for medical image generation B. D. Wilde A. Saha R. T. Broek Henkjan Huisman DiffM MedIm 102 17 0 23 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean Stéphane Clinchant 227 3 0 23 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi Lin Xiao Fang Dong Zhang Kwang-Ting Cheng Hao Chen MedIm 230 4 0 23 Mar 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Kaihang Pan Juncheng Billy Li Hongye Song Jun Lin Xiaozhong Liu Siliang Tang OffRL 104 13 0 22 Mar 2023
CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion Geonmo Gu Sanghyuk Chun Wonjae Kim HeeJae Jun Yoohoon Kang Sangdoo Yun DiffM 133 59 0 21 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 114 140 0 21 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor Corentin Dancette Matthieu Cord MLLM VLM 61 31 0 20 Mar 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning Ligong Han Yinxiao Li Han Zhang P. Milanfar Dimitris N. Metaxas Feng Yang DiffM 151 286 0 20 Mar 2023
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System Weizhao Jin Yuhang Yao Shanshan Han Jiajun Gu Carlee Joe-Wong Yu Yang A. Avestimehr Chaoyang He FedML 121 59 0 20 Mar 2023
AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning Qingru Zhang Minshuo Chen Alexander Bukharin Nikos Karampatziakis Pengcheng He Yu Cheng Weizhu Chen Tuo Zhao 68 126 0 18 Mar 2023
SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models Vithursan Thangarasa Abhay Gupta William Marshall Tianda Li Kevin Leong D. DeCoste Sean Lie Shreyas Saxena MoE AI4CE 73 22 0 18 Mar 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning Hao Zhang Yeo Keat Ee Basura Fernando VLM 141 3 0 18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 63 6 0 18 Mar 2023
A Unified Continual Learning Framework with General Parameter-Efficient Tuning Qiankun Gao Chen Zhao Yifan Sun Teng Xi Gang Zhang Guohao Li Shuai Liu CLL 121 98 0 17 Mar 2023