Title
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 13 18 0 17 Apr 2023
PTW: Pivotal Tuning Watermarking for Pre-Trained Image Generators Nils Lukas Florian Kerschbaum WIGM 29 22 0 14 Apr 2023
RAFT: Reward rAnked FineTuning for Generative Foundation Model Alignment Hanze Dong Wei Xiong Deepanshu Goyal Yihan Zhang Winnie Chow Rui Pan Shizhe Diao Jipeng Zhang Kashun Shum Tong Zhang ALM 18 410 0 13 Apr 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 28 57 0 13 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 30 86 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 Bo-wen Li Yu Zhang Ming-Wei Chang BDL AI4CE 30 55 0 11 Apr 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 45 76 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 54 214 0 10 Apr 2023
Strong Baselines for Parameter Efficient Few-Shot Fine-tuning S. Basu Daniela Massiceti S. Hu S. Feizi VLM 37 29 0 04 Apr 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 14 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 46 175 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 21 88 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 74 747 0 28 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 47 15 0 23 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean S. Clinchant 135 3 0 23 Mar 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning Hao Zhang Yeo Keat Ee Basura Fernando VLM 29 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 24 6 0 18 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation Can Qin Ning Yu Chen Xing Shu Zhen Zhang Zeyuan Chen Stefano Ermon Yun Fu Caiming Xiong Ran Xu DiffM 47 20 0 17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 51 176 0 16 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Dinesh Manocha Ming Lin Dinesh Manocha 33 5 0 15 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He Jianfei Cai Jing Zhang Dacheng Tao Bohan Zhuang VPVLM 22 50 0 15 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng Ling Yang 69 57 0 15 Mar 2023
Diversity-Aware Meta Visual Prompting Qidong Huang Xiaoyi Dong DongDong Chen Weiming Zhang Feifei Wang Gang Hua Neng H. Yu VLM VPVLM 41 52 0 14 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation Junyoung Seo Wooseok Jang Minseop Kwak Ines Hyeonsu Kim Jaehoon Ko Junho Kim Jin-Hwa Kim Jiyoung Lee Seung Wook Kim DiffM 46 136 0 14 Mar 2023
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models Tom van Sonsbeek Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek M. Worring LM&MA 16 51 0 10 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 35 42 0 10 Mar 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Yikang Shen Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 44 108 0 06 Mar 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks Xiaoping Han Xiatian Zhu Licheng Yu Li Zhang Yi-Zhe Song Tao Xiang VLM 24 38 0 04 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 33 12 0 02 Mar 2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding Yingting Li Ambuj Mehrish Shuaijiang Zhao Rishabh Bhardwaj Amir Zadeh Navonil Majumder Rada Mihalcea Soujanya Poria AAML 29 16 0 02 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 45 15 0 02 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 36 13 0 01 Mar 2023
HugNLP: A Unified and Comprehensive Library for Natural Language Processing Rongxiang Weng Nuo Chen Qiushi Sun Wenkang Huang Chengyu Wang Ming Gao 32 3 0 28 Feb 2023
Language-Driven Representation Learning for Robotics Siddharth Karamcheti Suraj Nair Annie S. Chen Thomas Kollar Chelsea Finn Dorsa Sadigh Percy Liang LM&Ro SSL 47 145 0 24 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 25 5 0 23 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 48 80 0 23 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 34 73 0 22 Feb 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 53 0 0 19 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 33 15 0 17 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander Fraser Jesse Dodge MoMe 32 66 0 14 Feb 2023
Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters Yawen Cui Zitong Yu Rizhao Cai Xuna Wang Alex C. Kot Li Liu CLL 41 7 0 12 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition Taojiannan Yang Yi Zhu Yusheng Xie Aston Zhang Chong Chen Mu Li ViT 60 145 0 06 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 31 47 0 02 Feb 2023
An Empirical Study on the Transferability of Transformer Modules in Parameter-Efficient Fine-Tuning Mohammad AkbarTajari S. Rajaee Mohammad Taher Pilehvar 19 2 0 01 Feb 2023
Differentiable Entailment for Parameter Efficient Few Shot Learning Ethan Kim Jerry Yang 29 0 0 31 Jan 2023
Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling Martin E. Malandro 32 6 0 29 Jan 2023
AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning Han Zhou Xingchen Wan Ivan Vulić Anna Korhonen 24 45 0 28 Jan 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Sungmin Cho Kang Min Yoo Sang-goo Lee OODD 35 3 0 27 Jan 2023
BERT-ERC: Fine-tuning BERT is Enough for Emotion Recognition in Conversation Xiangyu Qin Zhiyu Wu J. Cui Ting Zhang Yanran Li Jian Luan Bin Wang L. xilinx Wang 37 26 0 17 Jan 2023
A Survey on Transformers in Reinforcement Learning Wenzhe Li Hao Luo Zichuan Lin Chongjie Zhang Zongqing Lu Deheng Ye OffRL MU AI4CE 37 56 0 08 Jan 2023