Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2106.09685
Cited By
v1
v2 (latest)
LoRA: Low-Rank Adaptation of Large Language Models
International Conference on Learning Representations (ICLR), 2021
17 June 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRL
AI4TS
AI4CE
ALM
AIMat
Re-assign community
ArXiv (abs)
PDF
HTML
HuggingFace (49 upvotes)
Github (11998★)
Papers citing
"LoRA: Low-Rank Adaptation of Large Language Models"
50 / 8,616 papers shown
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models
Yucheng Ding
Chaoyue Niu
Fan Wu
Shaojie Tang
Chengfei Lyu
Guihai Chen
190
10
0
18 Mar 2023
A Unified Continual Learning Framework with General Parameter-Efficient Tuning
IEEE International Conference on Computer Vision (ICCV), 2023
Qiankun Gao
Chen Zhao
Yifan Sun
Teng Xi
Qiang Chen
Guohao Li
Shuai Liu
CLL
375
135
0
17 Mar 2023
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation
IEEE International Conference on Computer Vision (ICCV), 2023
Can Qin
Ning Yu
Chen Xing
Shu Zhen Zhang
Zeyuan Chen
Stefano Ermon
Yun Fu
Caiming Xiong
Ran Xu
DiffM
387
27
0
17 Mar 2023
Dual-path Adaptation from Image to Video Transformers
Computer Vision and Pattern Recognition (CVPR), 2023
Jungin Park
Jiyoung Lee
Kwanghoon Sohn
ViT
250
57
0
17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation
A. Voynov
Qinghao Chu
Daniel Cohen-Or
Kfir Aberman
VLM
DiffM
370
245
0
16 Mar 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shushan Arakelyan
Rocktim Jyoti Das
Yi Mao
Xiang Ren
ALM
354
25
0
16 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models
D. Kothandaraman
Wanrong Zhu
Ming Lin
Dinesh Manocha
240
6
0
15 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning
IEEE International Conference on Computer Vision (ICCV), 2023
Haoyu He
Jianfei Cai
Jing Zhang
Dacheng Tao
Bohan Zhuang
VPVLM
251
87
0
15 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Daixuan Cheng
Shaohan Huang
Junyu Bi
Yu-Wei Zhan
Jianfeng Liu
Yujing Wang
Hao Sun
Furu Wei
Denvy Deng
Tao Gui
RALM
LRM
238
95
0
15 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
Computer Vision and Pattern Recognition (CVPR), 2023
Honglin Li
Chenglu Zhu
Yunlong Zhang
Yuxuan Sun
Honglin Li
Wenwei Kuang
S. Zheng
Ling Yang
265
84
0
15 Mar 2023
Diversity-Aware Meta Visual Prompting
Computer Vision and Pattern Recognition (CVPR), 2023
Qidong Huang
Xiaoyi Dong
DongDong Chen
Weiming Zhang
Feifei Wang
Gang Hua
Neng H. Yu
VLM
VPVLM
222
76
0
14 Mar 2023
Verifying the Robustness of Automatic Credibility Assessment
Natural Language Processing (NLP), 2023
Piotr Przybyła
A. Shvets
Horacio Saggion
DeLMO
AAML
240
11
0
14 Mar 2023
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
International Conference on Learning Representations (ICLR), 2023
Junyoung Seo
Wooseok Jang
Minseop Kwak
Ines Hyeonsu Kim
Jaehoon Ko
J. Kim
Jin-Hwa Kim
Jiyoung Lee
Seung Wook Kim
DiffM
397
155
0
14 Mar 2023
Revisit Parameter-Efficient Transfer Learning: A Two-Stage Paradigm
Hengyuan Zhao
Hao Luo
Yuyang Zhao
Pichao Wang
F. Wang
Mike Zheng Shou
200
6
0
14 Mar 2023
Architext: Language-Driven Generative Architecture Design
Theodoros Galanos
Antonios Liapis
Georgios N. Yannakakis
VLM
AI4CE
298
7
0
13 Mar 2023
Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need
International Journal of Computer Vision (IJCV), 2023
Da-Wei Zhou
Han-Jia Ye
De-Chuan Zhan
Ziwei Liu
CLL
237
174
0
13 Mar 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering
International journal of human computer interactions (IJHCI), 2023
J. Oppenlaender
Rhema Linder
Johanna M. Silvennoinen
298
152
0
13 Mar 2023
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Tom van Sonsbeek
Mohammad Mahdi Derakhshani
Ivona Najdenkoska
Cees G. M. Snoek
Marcel Worring
LM&MA
198
86
0
10 Mar 2023
An Overview on Language Models: Recent Developments and Outlook
APSIPA Transactions on Signal and Information Processing (TASIP), 2023
Chengwei Wei
Yun Cheng Wang
Bin Wang
C.-C. Jay Kuo
283
53
0
10 Mar 2023
Your representations are in the network: composable and parallel adaptation for large scale models
Neural Information Processing Systems (NeurIPS), 2023
Yonatan Dukler
Alessandro Achille
Hao Yang
Varsha Vivek
Luca Zancato
Benjamin Bowman
Avinash Ravichandran
Charless C. Fowlkes
A. Swaminathan
Stefano Soatto
311
3
0
07 Mar 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning
Xianjun Yang
Wei Cheng
Xujiang Zhao
Wenchao Yu
Linda R. Petzold
Haifeng Chen
VLM
327
20
0
06 Mar 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning
International Conference on Learning Representations (ICLR), 2023
Zhen Wang
Yikang Shen
Leonid Karlinsky
Rogerio Feris
Huan Sun
Yoon Kim
VLM
VPVLM
224
151
0
06 Mar 2023
Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data
Workshop on Representation Learning for NLP (RepL4NLP), 2023
Stephen Obadinma
Ziqiao Wang
Xiao-Dan Zhu
248
2
0
05 Mar 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
Computer Vision and Pattern Recognition (CVPR), 2023
Xiaoping Han
Xiatian Zhu
Licheng Yu
Li Zhang
Yi-Zhe Song
Tao Xiang
VLM
179
66
0
04 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization
Computer Vision and Pattern Recognition (CVPR), 2023
Jun S. Song
Jungsoo Lee
In So Kweon
Sungha Choi
TTA
299
129
0
03 Mar 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering
Computer Vision and Pattern Recognition (CVPR), 2023
Jingjing Jiang
Nanning Zheng
MoE
307
12
0
02 Mar 2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yingting Li
Ambuj Mehrish
Shuaijiang Zhao
Rishabh Bhardwaj
Amir Zadeh
Navonil Majumder
Amélie Reymond
Soujanya Poria
AAML
198
23
0
02 Mar 2023
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation
Conference on Multimedia Information Processing and Retrieval (MIPR), 2023
Chen Kong
Haoliang Li
Shiqi Wang
ViT
CVBM
201
21
0
02 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance
Xin Gu
Gautam Kamath
Zhiwei Steven Wu
326
19
0
02 Mar 2023
Rethinking Efficient Tuning Methods from a Unified Perspective
Zeyinzi Jiang
Chaojie Mao
Ziyuan Huang
Yiliang Lv
Deli Zhao
Jingren Zhou
231
15
0
01 Mar 2023
OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System
Chao Xue
Wen Liu
Shunxing Xie
Zhenfang Wang
Jiaxing Li
...
Shi-Yong Chen
Yibing Zhan
Jing Zhang
Chaoyue Wang
Dacheng Tao
232
3
0
01 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception
Neural Information Processing Systems (NeurIPS), 2023
Yun-Yun Tsai
Chengzhi Mao
Junfeng Yang
VLM
VPVLM
345
20
0
01 Mar 2023
The Trade-off between Universality and Label Efficiency of Representations from Contrastive Learning
International Conference on Learning Representations (ICLR), 2023
Zhenmei Shi
Jiefeng Chen
Kunyang Li
Jayaram Raghuram
Xi Wu
Yingyu Liang
S. Jha
SSL
176
27
0
28 Feb 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers
Interspeech (Interspeech), 2023
Nithish Muthuchamy Selvaraj
Xiaobao Guo
A. Kong
Bingquan Shen
Alex C. Kot
CLL
148
12
0
28 Feb 2023
HugNLP: A Unified and Comprehensive Library for Natural Language Processing
International Conference on Information and Knowledge Management (CIKM), 2023
Jiadong Wang
Polydoros Giannouris
Qiushi Sun
Wenkang Huang
Chengyu Wang
Ming Gao
204
6
0
28 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation
IEEE Transactions on Big Data (IEEE Trans. Big Data), 2023
Haixing Dai
Zheng Liu
Wenxiong Liao
Xiaoke Huang
Yihan Cao
...
Lichao Sun
Shijie Zhao
Hongtu Zhu
Tianming Liu
Xiang Li
311
243
0
25 Feb 2023
Language-Driven Representation Learning for Robotics
Siddharth Karamcheti
Suraj Nair
Annie S. Chen
Thomas Kollar
Chelsea Finn
Dorsa Sadigh
Abigail Z. Jacobs
LM&Ro
SSL
286
192
0
24 Feb 2023
Adapting Knowledge for Few-shot Table-to-Text Generation
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2023
Zhixin Guo
Min Yan
Jiexing Qi
Jianping Zhou
Ziwei He
Guanjie Zheng
Xinbing Wang
VLM
LMTD
259
3
0
24 Feb 2023
Analyzing And Editing Inner Mechanisms Of Backdoored Language Models
Conference on Fairness, Accountability and Transparency (FAccT), 2023
Max Lamparth
Anka Reuel
KELM
221
15
0
24 Feb 2023
Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model
Haoran Ma
141
14
0
23 Feb 2023
Transformers in Single Object Tracking: An Experimental Survey
IEEE Access (IEEE Access), 2023
Janani Kugarajeevan
T. Kokul
A. Ramanan
Subha Fernando
342
61
0
23 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yang Chen
Hexiang Hu
Yi Luan
Haitian Sun
Soravit Changpinyo
Alan Ritter
Ming-Wei Chang
614
153
0
23 Feb 2023
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
Zhuohan Li
Lianmin Zheng
Yinmin Zhong
Vincent Liu
Ying Sheng
...
Yanping Huang
Zhifeng Chen
Hao Zhang
Joseph E. Gonzalez
Ion Stoica
MoE
325
152
0
22 Feb 2023
Modular Deep Learning
Jonas Pfeiffer
Sebastian Ruder
Ivan Vulić
Edoardo Ponti
MoMe
OOD
441
103
0
22 Feb 2023
Few-shot Multimodal Multitask Multilingual Learning
Vasu Sharma
Vinija Jain
223
0
0
19 Feb 2023
Complex QA and language models hybrid architectures, Survey
Xavier Daull
P. Bellot
Emmanuel Bruno
Vincent Martin
Elisabeth Murisasco
ELM
731
17
0
17 Feb 2023
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
North American Chapter of the Association for Computational Linguistics (NAACL), 2023
Kevin Scaria
Himanshu Gupta
Siddharth Goyal
Saurabh Arjun Sawant
Swaroop Mishra
Chitta Baral
554
53
0
16 Feb 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chong Mou
Xintao Wang
Liangbin Xie
Yanze Wu
Shuai Liu
Chen Ma
Ying Shan
Xiaohu Qie
DiffM
522
1,427
0
16 Feb 2023
Towards Efficient Visual Adaption via Structural Re-parameterization
Gen Luo
Minglang Huang
Weihao Ye
Xiaoshuai Sun
Guannan Jiang
Zhiyu Wang
Rongrong Ji
VLM
VPVLM
347
104
0
16 Feb 2023
Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Minsu Kim
Hyungil Kim
Y. Ro
VLM
248
30
0
16 Feb 2023
Previous
1
2
3
...
167
168
169
...
171
172
173
Next
Page 168 of 173
Page
of 173
Go