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LoRA: Low-Rank Adaptation of Large Language Models
v1v2 (latest)

LoRA: Low-Rank Adaptation of Large Language Models

17 June 2021
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
    OffRLAI4TSAI4CEALMAIMat
ArXiv (abs)PDFHTMLGithub (11998★)

Papers citing "LoRA: Low-Rank Adaptation of Large Language Models"

50 / 6,909 papers shown
Title
LANCE: Stress-testing Visual Models by Generating Language-guided
  Counterfactual Images
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
Viraj Prabhu
Sriram Yenamandra
Prithvijit Chattopadhyay
Judy Hoffman
97
42
0
30 May 2023
Calliffusion: Chinese Calligraphy Generation and Style Transfer with
  Diffusion Modeling
Calliffusion: Chinese Calligraphy Generation and Style Transfer with Diffusion Modeling
Qisheng Liao
Gus Xia
Zhinuo Wang
DiffM
30
6
0
30 May 2023
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity
  3D Avatar Generation
StyleAvatar3D: Leveraging Image-Text Diffusion Models for High-Fidelity 3D Avatar Generation
Chi Zhang
Yiwen Chen
Yijun Fu
Zheng-Yang Zhou
YU Gang
Billzb Wang
Bin-Bin Fu
Tao Chen
Guosheng Lin
Chunhua Shen
DiffM
102
29
0
30 May 2023
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language
  Models
PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models
Zhuocheng Gong
Jiahao Liu
Qifan Wang
Yang Yang
Jingang Wang
Wei Wu
Yunsen Xian
Dongyan Zhao
Rui Yan
MQ
70
5
0
30 May 2023
Universality and Limitations of Prompt Tuning
Universality and Limitations of Prompt Tuning
Yihan Wang
Jatin Chauhan
Wei Wang
Cho-Jui Hsieh
145
18
0
30 May 2023
HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion
  Guidance
HiFA: High-fidelity Text-to-3D Generation with Advanced Diffusion Guidance
Junzhe Zhu
Peiye Zhuang
Oluwasanmi Koyejo
DiffM
106
79
0
30 May 2023
GPT4Tools: Teaching Large Language Model to Use Tools via
  Self-instruction
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
Rui Yang
Lin Song
Yanwei Li
Sijie Zhao
Yixiao Ge
Xiu Li
Ying Shan
SyDaMLLM
88
227
0
30 May 2023
Real-World Image Variation by Aligning Diffusion Inversion Chain
Real-World Image Variation by Aligning Diffusion Inversion Chain
Yuechen Zhang
Jinbo Xing
Eric Lo
Jiaya Jia
97
35
0
30 May 2023
Domain Specialization as the Key to Make Large Language Models
  Disruptive: A Comprehensive Survey
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey
Chen Ling
Xujiang Zhao
Jiaying Lu
Chengyuan Deng
Can Zheng
...
Chris White
Quanquan Gu
Jian Pei
Carl Yang
Liang Zhao
ALM
169
139
0
30 May 2023
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for
  Text-driven Video Editing
SAVE: Spectral-Shift-Aware Adaptation of Image Diffusion Models for Text-driven Video Editing
Nazmul Karim
Umar Khalid
M. Joneidi
Chen Chen
Nazanin Rahnavard
DiffMVGen
63
5
0
30 May 2023
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths
Zeyue Xue
Guanglu Song
Qiushan Guo
Boxiao Liu
Zhuofan Zong
Yu Liu
Ping Luo
DiffM
173
137
0
29 May 2023
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept
  Customization of Diffusion Models
Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models
Yuchao Gu
Xintao Wang
Jay Zhangjie Wu
Yujun Shi
Yunpeng Chen
...
Shuning Chang
Wei Wu
Yixiao Ge
Ying Shan
Mike Zheng Shou
DiffM
144
177
0
29 May 2023
Partially Personalized Federated Learning: Breaking the Curse of Data
  Heterogeneity
Partially Personalized Federated Learning: Breaking the Curse of Data Heterogeneity
Konstantin Mishchenko
Rustem Islamov
Eduard A. Gorbunov
Samuel Horváth
FedML
92
11
0
29 May 2023
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using
  Training Dynamics
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics
A. Ardakani
Altan Haan
Shangyin Tan
Doru-Thom Popovici
Alvin Cheung
Costin Iancu
Koushik Sen
50
4
0
29 May 2023
Gen-L-Video: Multi-Text to Long Video Generation via Temporal
  Co-Denoising
Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising
Fu Lee Wang
Wenshuo Chen
Guanglu Song
Han-Jia Ye
Yu Liu
Hongsheng Li
VGenDiffM
117
93
0
29 May 2023
A Rainbow in Deep Network Black Boxes
A Rainbow in Deep Network Black Boxes
Florentin Guth
Brice Ménard
G. Rochette
S. Mallat
111
12
0
29 May 2023
Concept Decomposition for Visual Exploration and Inspiration
Concept Decomposition for Visual Exploration and Inspiration
Yael Vinker
A. Voynov
Daniel Cohen-Or
Ariel Shamir
DiffM
109
51
0
29 May 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark
  Datasets
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Md Tahmid Rahman Laskar
M Saiful Bari
Mizanur Rahman
Md Amran Hossen Bhuiyan
Shafiq Joty
J. Huang
LM&MAELMALM
125
193
0
29 May 2023
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of
  Weight Residuals
Efficient Storage of Fine-Tuned Models via Low-Rank Approximation of Weight Residuals
Simo Ryu
S. Seo
Jaejun Yoo
87
8
0
28 May 2023
Knowledge-Augmented Reasoning Distillation for Small Language Models in
  Knowledge-Intensive Tasks
Knowledge-Augmented Reasoning Distillation for Small Language Models in Knowledge-Intensive Tasks
Minki Kang
Seanie Lee
Jinheon Baek
Kenji Kawaguchi
Sung Ju Hwang
ALMLRM
117
66
0
28 May 2023
Emergent Modularity in Pre-trained Transformers
Emergent Modularity in Pre-trained Transformers
Zhengyan Zhang
Zhiyuan Zeng
Yankai Lin
Chaojun Xiao
Xiaozhi Wang
Xu Han
Zhiyuan Liu
Ruobing Xie
Maosong Sun
Jie Zhou
MoE
114
25
0
28 May 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models
Plug-and-Play Knowledge Injection for Pre-trained Language Models
Zhengyan Zhang
Zhiyuan Zeng
Yankai Lin
Huadong Wang
Deming Ye
...
Xu Han
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
KELM
94
12
0
28 May 2023
One Network, Many Masks: Towards More Parameter-Efficient Transfer
  Learning
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
Guangtao Zeng
Peiyuan Zhang
Wei Lu
95
22
0
28 May 2023
Stochastic Bridges as Effective Regularizers for Parameter-Efficient
  Tuning
Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning
Weize Chen
Xu Han
Yankai Lin
Zhiyuan Liu
Maosong Sun
Jie Zhou
55
1
0
28 May 2023
Plug-and-Play Document Modules for Pre-trained Models
Plug-and-Play Document Modules for Pre-trained Models
Chaojun Xiao
Zhengyan Zhang
Xu Han
Chi-Min Chan
Yankai Lin
Zhiyuan Liu
Xiangyang Li
Zhonghua Li
Bo Zhao
Maosong Sun
KELM
102
6
0
28 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
Exploring the Practicality of Generative Retrieval on Dynamic Corpora
Soyoung Yoon
Chaeeun Kim
Hyunji Lee
Joel Jang
Sohee Yang
Minjoon Seo
93
5
0
27 May 2023
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating
  Vision-Language Transformers
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers
Dachuan Shi
Chaofan Tao
Anyi Rao
Zhendong Yang
Chun Yuan
Jiaqi Wang
VLM
128
23
0
27 May 2023
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific
  Subspaces of Pre-trained Language Models
Fine-tuning Happens in Tiny Subspaces: Exploring Intrinsic Task-specific Subspaces of Pre-trained Language Models
Zhong Zhang
Bang Liu
Junming Shao
76
9
0
27 May 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning
Weaker Than You Think: A Critical Look at Weakly Supervised Learning
D. Zhu
Xiaoyu Shen
Marius Mosbach
Andreas Stephan
Dietrich Klakow
NoLa
78
9
0
27 May 2023
One-Step Knowledge Distillation and Fine-Tuning in Using Large
  Pre-Trained Self-Supervised Learning Models for Speaker Verification
One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification
Ju-Sung Heo
Chan-yeong Lim
Ju-ho Kim
Hyun-Seo Shin
Ha-Jin Yu
56
2
0
27 May 2023
Fine-Tuning Language Models with Just Forward Passes
Fine-Tuning Language Models with Just Forward Passes
Sadhika Malladi
Tianyu Gao
Eshaan Nichani
Alexandru Damian
Jason D. Lee
Danqi Chen
Sanjeev Arora
160
205
0
27 May 2023
Do We Really Need a Large Number of Visual Prompts?
Do We Really Need a Large Number of Visual Prompts?
Youngeun Kim
Yuhang Li
Abhishek Moitra
Ruokai Yin
Priyadarshini Panda
VLMVPVLM
95
6
0
26 May 2023
ControlVideo: Conditional Control for One-shot Text-driven Video Editing
  and Beyond
ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond
Min Zhao
Rongzheng Wang
Fan Bao
Chongxuan Li
Jun Zhu
VGenDiffM
35
5
0
26 May 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and
  Evaluation
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation
Marius Mosbach
Tiago Pimentel
Shauli Ravfogel
Dietrich Klakow
Yanai Elazar
106
135
0
26 May 2023
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image
  Steganography
CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography
Jiwen Yu
Xuanyu Zhang
You-song Xu
Jian Zhang
DiffM
99
53
0
26 May 2023
OpenVIS: Open-vocabulary Video Instance Segmentation
OpenVIS: Open-vocabulary Video Instance Segmentation
Pinxue Guo
Tony Huang
Peiyang He
Xuefeng Liu
Tianjun Xiao
Zhaoyu Chen
Wenqiang Zhang
VLM
100
16
0
26 May 2023
Parameter-Efficient Fine-Tuning without Introducing New Latency
Parameter-Efficient Fine-Tuning without Introducing New Latency
Baohao Liao
Yan Meng
Christof Monz
59
56
0
26 May 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large
  Pre-trained Language Models
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models
Neal Lawton
Anoop Kumar
Govind Thattai
Aram Galstyan
Greg Ver Steeg
47
19
0
26 May 2023
Are Diffusion Models Vision-And-Language Reasoners?
Are Diffusion Models Vision-And-Language Reasoners?
Benno Krojer
Elinor Poole-Dayan
Vikram S. Voleti
Christopher Pal
Siva Reddy
105
14
0
25 May 2023
Break-A-Scene: Extracting Multiple Concepts from a Single Image
Break-A-Scene: Extracting Multiple Concepts from a Single Image
Omri Avrahami
Kfir Aberman
Ohad Fried
Daniel Cohen-Or
Dani Lischinski
VLMDiffM
106
178
0
25 May 2023
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion
  Models
DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models
Ying Fan
Olivia Watkins
Yuqing Du
Hao Liu
Moonkyung Ryu
Craig Boutilier
Pieter Abbeel
Mohammad Ghavamzadeh
Kangwook Lee
Kimin Lee
152
167
0
25 May 2023
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion
  Models
Prompt-Free Diffusion: Taking "Text" out of Text-to-Image Diffusion Models
Xingqian Xu
Jiayi Guo
Zhangyang Wang
Gao Huang
Irfan Essa
Humphrey Shi
VLMDiffM
127
61
0
25 May 2023
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with
  Variational Score Distillation
ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation
Zhengyi Wang
Cheng Lu
Yikai Wang
Fan Bao
Chongxuan Li
Hang Su
Jun Zhu
DiffM
180
876
0
25 May 2023
Private Meeting Summarization Without Performance Loss
Private Meeting Summarization Without Performance Loss
Seolhwa Lee
Anders Søgaard
63
3
0
25 May 2023
Dynamic Context Pruning for Efficient and Interpretable Autoregressive
  Transformers
Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers
Sotiris Anagnostidis
Dario Pavllo
Luca Biggio
Lorenzo Noci
Aurelien Lucchi
Thomas Hofmann
101
57
0
25 May 2023
Differentially Private Latent Diffusion Models
Differentially Private Latent Diffusion Models
Saiyue Lyu
Michael F. Liu
Margarita Vinaroz
Mijung Park
108
26
0
25 May 2023
Efficient Neural Music Generation
Efficient Neural Music Generation
Max W. Y. Lam
Qiao Tian
Tang-Chun Li
Zongyu Yin
Siyuan Feng
...
Mingbo Ma
Xuchen Song
Jitong Chen
Yuping Wang
Yuxuan Wang
DiffMMGen
95
56
0
25 May 2023
PandaGPT: One Model To Instruction-Follow Them All
PandaGPT: One Model To Instruction-Follow Them All
Yixuan Su
Tian Lan
Huayang Li
Jialu Xu
Yan Wang
Deng Cai
MLLM
99
295
0
25 May 2023
Unsupervised Semantic Correspondence Using Stable Diffusion
Unsupervised Semantic Correspondence Using Stable Diffusion
Eric Hedlin
Gopal Sharma
Shweta Mahajan
Hossam N. Isack
Abhishek Kar
Andrea Tagliasacchi
K. M. Yi
DiffM
106
95
0
24 May 2023
Deep Reinforcement Learning with Plasticity Injection
Deep Reinforcement Learning with Plasticity Injection
Evgenii Nikishin
Junhyuk Oh
Georg Ostrovski
Clare Lyle
Razvan Pascanu
Will Dabney
André Barreto
OffRL
62
52
0
24 May 2023
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