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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
MagiCapture: High-Resolution Multi-Concept Portrait Customization
MagiCapture: High-Resolution Multi-Concept Portrait Customization
J. Hyung
Jaeyo Shin
Jaegul Choo
DiffM
53
18
0
13 Sep 2023
Scaled Prompt-Tuning for Few-Shot Natural Language Generation
Scaled Prompt-Tuning for Few-Shot Natural Language Generation
Ting Hu
Christoph Meinel
Haojin Yang
32
0
0
13 Sep 2023
DP-Forward: Fine-tuning and Inference on Language Models with
  Differential Privacy in Forward Pass
DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass
Minxin Du
Xiang Yue
Sherman S. M. Chow
Tianhao Wang
Chenyu Huang
Huan Sun
SILM
107
65
0
13 Sep 2023
Simultaneous Machine Translation with Large Language Models
Simultaneous Machine Translation with Large Language Models
Minghan Wang
Jinming Zhao
Thuy-Trang Vu
Fatemeh Shiri
Ehsan Shareghi
Gholamreza Haffari
115
5
0
13 Sep 2023
STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning
STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning
Palaash Agrawal
Haidi Azaman
Cheston Tan
158
3
0
13 Sep 2023
Exploring the Benefits of Differentially Private Pre-training and
  Parameter-Efficient Fine-tuning for Table Transformers
Exploring the Benefits of Differentially Private Pre-training and Parameter-Efficient Fine-tuning for Table Transformers
Xilong Wang
Chia-Mu Yu
Pin-Yu Chen
36
0
0
12 Sep 2023
InstaFlow: One Step is Enough for High-Quality Diffusion-Based
  Text-to-Image Generation
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation
Xingchao Liu
Xiwen Zhang
Jianzhu Ma
Jian Peng
Qiang Liu
191
223
0
12 Sep 2023
Recovering from Privacy-Preserving Masking with Large Language Models
Recovering from Privacy-Preserving Masking with Large Language Models
A. Vats
Zhe Liu
Peng Su
Debjyoti Paul
Yingyi Ma
Yutong Pang
Zeeshan Ahmed
Ozlem Kalinli
72
10
0
12 Sep 2023
Mitigating the Alignment Tax of RLHF
Mitigating the Alignment Tax of RLHF
Yong Lin
Hangyu Lin
Wei Xiong
Shizhe Diao
Zeming Zheng
...
Han Zhao
Nan Jiang
Heng Ji
Yuan Yao
Tong Zhang
MoMeCLL
112
81
0
12 Sep 2023
The first step is the hardest: Pitfalls of Representing and Tokenizing
  Temporal Data for Large Language Models
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models
Dimitris Spathis
F. Kawsar
AI4TS
90
24
0
12 Sep 2023
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
AstroLLaMA: Towards Specialized Foundation Models in Astronomy
Tuan Dung Nguyen
Yuan-Sen Ting
I. Ciucă
Charlie OÑeill
Ze-Chang Sun
...
Alberto Accomazzi
J. P. Naiman
Jesse Cranney
Kevin Schawinski
UniverseTBD
77
22
0
12 Sep 2023
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning
Dynamic Visual Prompt Tuning for Parameter Efficient Transfer Learning
Chunqing Ruan
Hongjian Wang
VLMVPVLM
63
1
0
12 Sep 2023
Backdoor Attacks and Countermeasures in Natural Language Processing
  Models: A Comprehensive Security Review
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
Pengzhou Cheng
Zongru Wu
Wei Du
Haodong Zhao
Wei Lu
Gongshen Liu
SILMAAML
179
21
0
12 Sep 2023
Language Models as Black-Box Optimizers for Vision-Language Models
Language Models as Black-Box Optimizers for Vision-Language Models
Shihong Liu
Zhiqiu Lin
Samuel Yu
Ryan Lee
Tiffany Ling
Deepak Pathak
Deva Ramanan
VLM
126
30
0
12 Sep 2023
Catch You Everything Everywhere: Guarding Textual Inversion via Concept
  Watermarking
Catch You Everything Everywhere: Guarding Textual Inversion via Concept Watermarking
Weitao Feng
Jiyan He
Jie Zhang
Tianwei Zhang
Wenbo Zhou
Weiming Zhang
Neng H. Yu
WIGM
78
10
0
12 Sep 2023
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion
  Models
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Li Chen
Mengyi Zhao
Yiheng Liu
Mingxu Ding
Yangyang Song
...
Xu Wang
Hao Yang
Jing Liu
Kang Du
Min Zheng
DiffM
75
55
0
11 Sep 2023
Diffusion-Guided Reconstruction of Everyday Hand-Object Interaction
  Clips
Diffusion-Guided Reconstruction of Everyday Hand-Object Interaction Clips
Yufei Ye
Poorvi Hebbar
Abhinav Gupta
Shubham Tulsiani
DiffM
105
46
0
11 Sep 2023
An Empirical Study of NetOps Capability of Pre-Trained Large Language
  Models
An Empirical Study of NetOps Capability of Pre-Trained Large Language Models
Yukai Miao
Yu Bai
Li Chen
Dan Li
Haifeng Sun
...
Dapeng Sun
Xiuting Xu
Qi Zhang
Chao Xiang
Xinchi Li
ELM
29
13
0
11 Sep 2023
PAI-Diffusion: Constructing and Serving a Family of Open Chinese
  Diffusion Models for Text-to-image Synthesis on the Cloud
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud
Chengyu Wang
Zhongjie Duan
Bingyan Liu
Xinyi Zou
Cen Chen
Kui Jia
Jun Huang
DiffM
65
4
0
11 Sep 2023
NExT-GPT: Any-to-Any Multimodal LLM
NExT-GPT: Any-to-Any Multimodal LLM
Shengqiong Wu
Hao Fei
Leigang Qu
Wei Ji
Tat-Seng Chua
MLLM
115
507
0
11 Sep 2023
Optimize Weight Rounding via Signed Gradient Descent for the
  Quantization of LLMs
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
Wenhua Cheng
Weiwei Zhang
Haihao Shen
Yiyang Cai
Xin He
Kaokao Lv
Yi. Liu
MQ
160
25
0
11 Sep 2023
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient
  MoE for Instruction Tuning
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning
Ted Zadouri
Ahmet Üstün
Arash Ahmadian
Beyza Ermics
Acyr Locatelli
Sara Hooker
MoE
105
101
0
11 Sep 2023
Can you text what is happening? Integrating pre-trained language
  encoders into trajectory prediction models for autonomous driving
Can you text what is happening? Integrating pre-trained language encoders into trajectory prediction models for autonomous driving
Ali Keysan
Andreas Look
Eitan Kosman
Gonca Gürsun
Jörg Wagner
Yu Yao
Barbara Rakitsch
90
31
0
11 Sep 2023
Class-Incremental Grouping Network for Continual Audio-Visual Learning
Class-Incremental Grouping Network for Continual Audio-Visual Learning
Shentong Mo
Weiguo Pian
Yapeng Tian
CLLVLM
87
26
0
11 Sep 2023
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning
Zhengxiang Shi
Aldo Lipani
VLM
124
34
0
11 Sep 2023
RGAT: A Deeper Look into Syntactic Dependency Information for
  Coreference Resolution
RGAT: A Deeper Look into Syntactic Dependency Information for Coreference Resolution
Yuan Meng
Xuhao Pan
Jun Chang
Yue Wang
31
1
0
10 Sep 2023
Leveraging Large Language Models for Exploiting ASR Uncertainty
Leveraging Large Language Models for Exploiting ASR Uncertainty
Pranay Dighe
Yi Su
Shangshang Zheng
Yunshu Liu
Vineet Garg
Xiaochuan Niu
Ahmed H. Tewfik
72
13
0
09 Sep 2023
Analysis of Disinformation and Fake News Detection Using Fine-Tuned
  Large Language Model
Analysis of Disinformation and Fake News Detection Using Fine-Tuned Large Language Model
B. Pavlyshenko
53
13
0
09 Sep 2023
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning
Xinyi Wang
John Wieting
J. Clark
CLLALM
62
2
0
09 Sep 2023
Efficient Finetuning Large Language Models For Vietnamese Chatbot
Efficient Finetuning Large Language Models For Vietnamese Chatbot
Vu-Thuan Doan
Quoc-Truong Truong
Duc-Vu Nguyen
Vinh-Tiep Nguyen
Thuy-Ngan Nguyen Luu
ALM
61
5
0
09 Sep 2023
Create Your World: Lifelong Text-to-Image Diffusion
Create Your World: Lifelong Text-to-Image Diffusion
Gan Sun
Wenqi Liang
Jiahua Dong
Jun Li
Zhengming Ding
Yang Cong
DiffMVLM
75
33
0
08 Sep 2023
LLMCad: Fast and Scalable On-device Large Language Model Inference
LLMCad: Fast and Scalable On-device Large Language Model Inference
Daliang Xu
Wangsong Yin
Xin Jin
Yanzhe Zhang
Shiyun Wei
Mengwei Xu
Xuanzhe Liu
69
50
0
08 Sep 2023
Don't Ignore Dual Logic Ability of LLMs while Privatizing: A
  Data-Intensive Analysis in Medical Domain
Don't Ignore Dual Logic Ability of LLMs while Privatizing: A Data-Intensive Analysis in Medical Domain
Yanrui Du
Sendong Zhao
Yuhan Chen
Ming Ma
Huaqin Wu
Haifeng Wang
Bing Qin
78
3
0
08 Sep 2023
Knowledge-tuning Large Language Models with Structured Medical Knowledge
  Bases for Reliable Response Generation in Chinese
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese
Hao Wang
Sendong Zhao
Zewen Qiang
Zijian Li
Nuwa Xi
...
Haoqiang Guo
Yuhan Chen
Haoming Xu
Bing Qin
Ting Liu
LM&MAAI4MH
91
21
0
08 Sep 2023
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with
  Statistical Tokens
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens
Rizhao Cai
Zitong Yu
Chen Kong
Haoliang Li
Changsheng Chen
Yongjian Hu
Alex C. Kot
91
12
0
07 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning
ImageBind-LLM: Multi-modality Instruction Tuning
Jiaming Han
Renrui Zhang
Wenqi Shao
Peng Gao
Peng Xu
...
Yafei Wen
Xiaoxin Chen
Xiangyu Yue
Hongsheng Li
Yu Qiao
MLLM
94
125
0
07 Sep 2023
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs
OpinionGPT: Modelling Explicit Biases in Instruction-Tuned LLMs
Patrick Haller
Ansar Aynetdinov
Alan Akbik
81
26
0
07 Sep 2023
Chasing Consistency in Text-to-3D Generation from a Single Image
Chasing Consistency in Text-to-3D Generation from a Single Image
Yichen Ouyang
Wenhao Chai
Jiayi Ye
Dapeng Tao
Yibing Zhan
Gaoang Wang
DiffM
80
15
0
07 Sep 2023
Supervised Learning and Large Language Model Benchmarks on Mental Health
  Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
Hongzhi Qi
Qing Zhao
Jianqiang Li
Changwei Song
Wei-dong Zhai
...
Y. Yu
Fan Wang
Huijing Zou
Bing Xiang Yang
Guanghui Fu
AI4MH
76
13
0
07 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images
SAM3D: Segment Anything Model in Volumetric Medical Images
Nhat-Tan Bui
Dinh-Hieu Hoang
Minh-Triet Tran
Gianfranco Doretto
Donald Adjeroh
Brijesh Patel
Arabinda Choudhary
Ngan Le
MedIm
144
45
0
07 Sep 2023
From Base to Conversational: Japanese Instruction Dataset and Tuning
  Large Language Models
From Base to Conversational: Japanese Instruction Dataset and Tuning Large Language Models
Masahiro Suzuki
Masanori Hirano
Hiroki Sakaji
102
6
0
07 Sep 2023
ResFields: Residual Neural Fields for Spatiotemporal Signals
ResFields: Residual Neural Fields for Spatiotemporal Signals
Marko Mihajlovic
Sergey Prokudin
Marc Pollefeys
Siyu Tang
118
18
0
06 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from
  Knowledge Graphs
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs
Chao Feng
Xinyu Zhang
Zichu Fei
KELM
83
50
0
06 Sep 2023
GPT Can Solve Mathematical Problems Without a Calculator
GPT Can Solve Mathematical Problems Without a Calculator
Zhiyong Yang
Ming Ding
Qingsong Lv
Zhihuan Jiang
Zehai He
Yuyi Guo
Jinfeng Bai
Jie Tang
RALMLRM
114
56
0
06 Sep 2023
Revisiting File Context for Source Code Summarization
Revisiting File Context for Source Code Summarization
Aakash Bansal
Chia-Yi Su
Collin McMillan
61
4
0
05 Sep 2023
CIEM: Contrastive Instruction Evaluation Method for Better Instruction
  Tuning
CIEM: Contrastive Instruction Evaluation Method for Better Instruction Tuning
Hongyu Hu
Jiyuan Zhang
Minyi Zhao
Zhenbang Sun
MLLM
82
49
0
05 Sep 2023
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning
Taehoon Kim
Pyunghwan Ahn
Sangyun Kim
Sihaeng Lee
Mark A Marsden
...
Yujin Wang
Yimu Wang
Tiancheng Gu
Xingchang Lv
Mingmao Sun
VLM
132
6
0
05 Sep 2023
SMPLitex: A Generative Model and Dataset for 3D Human Texture Estimation
  from Single Image
SMPLitex: A Generative Model and Dataset for 3D Human Texture Estimation from Single Image
Dan Casas
M. C. Trinidad
3DH3DGS
92
22
0
04 Sep 2023
One Wide Feedforward is All You Need
One Wide Feedforward is All You Need
Telmo Pires
António V. Lopes
Yannick Assogba
Hendra Setiawan
78
13
0
04 Sep 2023
Prompting or Fine-tuning? A Comparative Study of Large Language Models
  for Taxonomy Construction
Prompting or Fine-tuning? A Comparative Study of Large Language Models for Taxonomy Construction
Boqi Chen
Fandi Yi
Dániel Varró
59
21
0
04 Sep 2023
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