Title
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 23 83 0 11 Apr 2023
Graph-ToolFormer: To Empower LLMs with Graph Reasoning Ability via Prompt Augmented by ChatGPT Jiawei Zhang LRM 31 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 38 209 0 10 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 44 172 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 16 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 33 739 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 34 15 0 23 Mar 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean S. Clinchant 126 3 0 23 Mar 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning Hao Zhang Yeo Keat Ee Basura Fernando VLM 27 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 20 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 35 19 0 17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 46 176 0 16 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Tianyi Zhou Ming Lin Dinesh Manocha 24 5 0 15 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 33 135 0 14 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 17 41 0 10 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation Chen Kong Haoliang Li Shiqi Wang ViT CVBM 37 15 0 02 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 31 13 0 01 Mar 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model Haoran Ma 15 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 37 80 0 23 Feb 2023
Few-shot Multimodal Multitask Multilingual Learning Aman Chadha Vinija Jain 39 0 0 19 Feb 2023
AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models Alexandra Chronopoulou Matthew E. Peters Alexander M. Fraser Jesse Dodge MoMe 21 65 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 19 7 0 12 Feb 2023
AIM: Adapting Image Models for Efficient Video Action Recognition Taojiannan Yang Yi Zhu Yusheng Xie Aston Zhang C. L. P. Chen Mu Li ViT 44 144 0 06 Feb 2023
A Survey on Efficient Training of Transformers Bohan Zhuang Jing Liu Zizheng Pan Haoyu He Yuetian Weng Chunhua Shen 20 47 0 02 Feb 2023
Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling Martin E. Malandro 27 6 0 29 Jan 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Hyuhng Joon Kim Kang Min Yoo Sang-goo Lee OODD 18 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 27 26 0 17 Jan 2023
ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions Aashish Anantha Ramakrishnan Sharon X. Huang Dongwon Lee 16 5 0 05 Jan 2023
Parameter-Efficient Fine-Tuning Design Spaces Jiaao Chen Aston Zhang Xingjian Shi Mu Li Alexander J. Smola Diyi Yang 31 59 0 04 Jan 2023
Principled and Efficient Transfer Learning of Deep Models via Neural Collapse Xiao Li Sheng Liu Jin-li Zhou Xin Lu C. Fernandez‐Granda Zhihui Zhu Q. Qu AAML 19 18 0 23 Dec 2022
When Federated Learning Meets Pre-trained Language Models' Parameter-Efficient Tuning Methods Zhuo Zhang Yuanhang Yang Yong Dai Lizhen Qu Zenglin Xu FedML 24 65 0 20 Dec 2022
BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting Zheng-Xin Yong Hailey Schoelkopf Niklas Muennighoff Alham Fikri Aji David Ifeoluwa Adelani ... Genta Indra Winata Stella Biderman Edward Raff Dragomir R. Radev Vassilina Nikoulina CLL VLM AI4CE LRM 27 81 0 19 Dec 2022
Decoder Tuning: Efficient Language Understanding as Decoding Ganqu Cui Wentao Li Ning Ding Longtao Huang Zhiyuan Liu Maosong Sun 19 6 0 16 Dec 2022
SumREN: Summarizing Reported Speech about Events in News R. Reddy Heba Elfardy Hou Pong Chan Kevin Small Heng Ji 24 5 0 02 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 31 19 0 01 Dec 2022
Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen Amrita Saha Shafiq R. Joty Steven C. H. Hoi OOD VLM 13 5 0 30 Nov 2022
A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective Yu Zhao Huaming Du Qing Li Fuzhen Zhuang Ji Liu Gang Kou Gang Kou 30 1 0 28 Nov 2022
Self-Destructing Models: Increasing the Costs of Harmful Dual Uses of Foundation Models Peter Henderson E. Mitchell Christopher D. Manning Dan Jurafsky Chelsea Finn 23 47 0 27 Nov 2022
Linear Interpolation In Parameter Space is Good Enough for Fine-Tuned Language Models Mark Rofin Nikita Balagansky Daniil Gavrilov MoMe KELM 31 5 0 22 Nov 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh Assaf Arbelle Sivan Harary Rameswar Panda Roei Herzig ... Donghyun Kim Raja Giryes Rogerio Feris S. Ullman Leonid Karlinsky VLM CoGe 48 70 0 21 Nov 2022
AF Adapter: Continual Pretraining for Building Chinese Biomedical Language Model Yongyu Yan Kui Xue Xiaoming Shi Qi Ye Jingping Liu Tong Ruan CLL 42 1 0 21 Nov 2022
CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers Yong Hu Fandong Meng Jie Zhou 11 7 0 16 Nov 2022
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Jinyu Chen Wenchao Xu Song Guo Junxiao Wang Jie M. Zhang Haozhao Wang FedML 23 32 0 15 Nov 2022
Controllable Citation Sentence Generation with Language Models Nianlong Gu Richard H. R. Hahnloser 25 2 0 14 Nov 2022
Large Language Models Meet Harry Potter: A Bilingual Dataset for Aligning Dialogue Agents with Characters Nuo Chen Yan Wang Haiyun Jiang Deng Cai Yuhan Li Ziyang Chen Longyue Wang Jia Li 24 8 0 13 Nov 2022
Two-stage LLM Fine-tuning with Less Specialization and More Generalization Yihan Wang Si Si Daliang Li Michal Lukasik Felix X. Yu Cho-Jui Hsieh Inderjit S Dhillon Sanjiv Kumar 38 29 0 01 Nov 2022
Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers Cheng-Ping Hsieh Subhankar Ghosh Boris Ginsburg 41 18 0 01 Nov 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning Yaqing Wang Sahaj Agarwal Subhabrata Mukherjee Xiaodong Liu Jing Gao Ahmed Hassan Awadallah Jianfeng Gao MoE 13 118 0 31 Oct 2022
GPS: Genetic Prompt Search for Efficient Few-shot Learning Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM 14 28 0 31 Oct 2022