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LoRA: Low-Rank Adaptation of Large Language Models

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
    OffRL
    AI4TS
    AI4CE
    ALM
    AIMat
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Papers citing "LoRA: Low-Rank Adaptation of Large Language Models"

50 / 1,421 papers shown
Title
Deploying Foundation Model-Enabled Air and Ground Robots in the Field: Challenges and Opportunities
Deploying Foundation Model-Enabled Air and Ground Robots in the Field: Challenges and Opportunities
Zachary Ravichandran
Fernando Cladera
Jason Hughes
Varun Murali
M. Hsieh
George J. Pappas
Camillo J. Taylor
Vijay R. Kumar
LM&Ro
32
0
0
14 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey
Recent Advances in Medical Imaging Segmentation: A Survey
Fares Bougourzi
Abdenour Hadid
OOD
36
0
0
14 May 2025
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation
Edoardo Bianchi
Antonio Liotta
26
0
0
13 May 2025
Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving
Extending Large Vision-Language Model for Diverse Interactive Tasks in Autonomous Driving
Zongchuang Zhao
Haoyu Fu
Dingkang Liang
Xin Zhou
Dingyuan Zhang
Hongwei Xie
Bing Wang
Xiang Bai
MLLM
VLM
44
0
0
13 May 2025
ExEBench: Benchmarking Foundation Models on Extreme Earth Events
ExEBench: Benchmarking Foundation Models on Extreme Earth Events
Shan Zhao
Zhitong Xiong
Jie Zhao
Xiao Xiang Zhu
35
0
0
13 May 2025
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
K. Teranishi
Harshitha Menon
William F. Godoy
Prasanna Balaprakash
David Bau
...
Swaroop Pophale
Pedro Valero-Lara
Jeffrey S. Vetter
Samuel Williams
Aaron R. Young
28
0
0
13 May 2025
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data
David de-Fitero-Dominguez
Antonio Garcia-Cabot
Eva García-López
SyDa
58
0
0
12 May 2025
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images
Raul Ismayilov
Dzemila Sero
Luuk Spreeuwers
26
0
0
12 May 2025
Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
Semantic Retention and Extreme Compression in LLMs: Can We Have Both?
Stanislas Laborde
Martin Cousseau
Antoun Yaacoub
Lionel Prevost
MQ
23
0
0
12 May 2025
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models
Hallucination-Aware Multimodal Benchmark for Gastrointestinal Image Analysis with Large Vision-Language Models
Bidur Khanal
Sandesh Pokhrel
Sanjay Bhandari
Ramesh Rana
Nikesh Shrestha
Ram Bahadur Gurung
Cristian A. Linte
Angus Watson
Y. Shrestha
Binod Bhattarai
VLM
31
0
0
11 May 2025
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation
Photovoltaic Defect Image Generator with Boundary Alignment Smoothing Constraint for Domain Shift Mitigation
Dongying Li
Binyi Su
Hua Zhang
Yong Li
Haiyong Chen
97
0
0
09 May 2025
UniVLA: Learning to Act Anywhere with Task-centric Latent Actions
UniVLA: Learning to Act Anywhere with Task-centric Latent Actions
Qingwen Bu
Y. Yang
Jisong Cai
Shenyuan Gao
Guanghui Ren
Maoqing Yao
Ping Luo
Hongyang Li
81
0
0
09 May 2025
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
Yiming Niu
Jinliang Deng
L. Zhang
Zimu Zhou
Yongxin Tong
AI4TS
26
0
0
09 May 2025
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization
GroverGPT-2: Simulating Grover's Algorithm via Chain-of-Thought Reasoning and Quantum-Native Tokenization
Min Chen
Jinglei Cheng
Pingzhi Li
Haoran Wang
Tianlong Chen
Junyu Liu
LRM
46
0
0
08 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
Onkar Susladkar
Gayatri S Deshmukh
Yalcin Tur
Ulas Bagci
MedIm
53
0
0
08 May 2025
Generating Physically Stable and Buildable LEGO Designs from Text
Generating Physically Stable and Buildable LEGO Designs from Text
Ava Pun
Kangle Deng
Ruixuan Liu
Deva Ramanan
Changliu Liu
Jun-Yan Zhu
64
0
0
08 May 2025
ICon: In-Context Contribution for Automatic Data Selection
ICon: In-Context Contribution for Automatic Data Selection
Yixin Yang
Qingxiu Dong
Linli Yao
Fangwei Zhu
Zhifang Sui
43
0
0
08 May 2025
Diffusion Model Quantization: A Review
Diffusion Model Quantization: A Review
Qian Zeng
Chenggong Hu
Mingli Song
Jie Song
MQ
41
0
0
08 May 2025
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation
Jiahao Li
Weijian Ma
Xueyang Li
Yunzhong Lou
G. Zhou
Xiangdong Zhou
32
0
0
07 May 2025
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
Mohammad Aqib
Mohd Hamza
Qipei Mei
Ying Hei Chui
RALM
ELM
50
0
0
07 May 2025
Steerable Chatbots: Personalizing LLMs with Preference-Based Activation Steering
Steerable Chatbots: Personalizing LLMs with Preference-Based Activation Steering
Jessica Y. Bo
Tianyu Xu
Ishan Chatterjee
Katrina Passarella-Ward
Achin Kulshrestha
D Shin
LLMSV
79
0
0
07 May 2025
CM1 - A Dataset for Evaluating Few-Shot Information Extraction with Large Vision Language Models
CM1 - A Dataset for Evaluating Few-Shot Information Extraction with Large Vision Language Models
Fabian Wolf
Oliver Tüselmann
Arthur Matei
Lukas Hennies
Christoph Rass
Gernot A. Fink
48
0
0
07 May 2025
DyGEnc: Encoding a Sequence of Textual Scene Graphs to Reason and Answer Questions in Dynamic Scenes
DyGEnc: Encoding a Sequence of Textual Scene Graphs to Reason and Answer Questions in Dynamic Scenes
S. Linok
Vadim Semenov
Anastasia Trunova
Oleg Bulichev
Dmitry A. Yudin
47
0
0
06 May 2025
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators
Deepfakes on Demand: the rise of accessible non-consensual deepfake image generators
Will Hawkins
Chris Russell
Brent Mittelstadt
DiffM
87
0
0
06 May 2025
FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios
FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios
Shiyi Zhang
Junhao Zhuang
Zhaoyang Zhang
Ying Shan
Yansong Tang
VGen
90
0
0
06 May 2025
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models
BadLingual: A Novel Lingual-Backdoor Attack against Large Language Models
Z. Wang
Hongwei Li
Rui Zhang
Wenbo Jiang
Kangjie Chen
Tianwei Zhang
Qingchuan Zhao
Guowen Xu
AAML
41
0
0
06 May 2025
Token Communication-Driven Multimodal Large Models in Resource-Constrained Multiuser Networks
Token Communication-Driven Multimodal Large Models in Resource-Constrained Multiuser Networks
Junhe Zhang
Wanli Ni
Pengwei Wang
Dongyu Wang
24
0
0
06 May 2025
VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection
VAEmo: Efficient Representation Learning for Visual-Audio Emotion with Knowledge Injection
Hao Cheng
Zhiwei Zhao
Yichao He
Zhenzhen Hu
Jia Li
M. Wang
Richang Hong
41
0
0
05 May 2025
HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models
Zheng Lin
Yuxin Zhang
Zhe Chen
Zihan Fang
Xianhao Chen
Praneeth Vepakomma
Wei Ni
Jun-Jie Luo
Yue Gao
MoE
34
2
0
05 May 2025
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models
Kuofeng Gao
Yufei Zhu
Yiming Li
Jiawang Bai
Yong-Liang Yang
Z. Li
Shu-Tao Xia
39
0
0
05 May 2025
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning
EMORL: Ensemble Multi-Objective Reinforcement Learning for Efficient and Flexible LLM Fine-Tuning
Lingxiao Kong
Cong Yang
Susanne Neufang
Oya Beyan
Zeyd Boukhers
OffRL
27
0
0
05 May 2025
Beyond the model: Key differentiators in large language models and multi-agent services
Beyond the model: Key differentiators in large language models and multi-agent services
Muskaan Goyal
Pranav Bhasin
LLMAG
ELM
116
0
0
05 May 2025
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition
TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition
L. Ray
L. Krupp
Vitor Fortes Rey
Bo Zhou
Sungho Suh
P. Lukowicz
AI4CE
91
0
0
04 May 2025
DriveAgent: Multi-Agent Structured Reasoning with LLM and Multimodal Sensor Fusion for Autonomous Driving
DriveAgent: Multi-Agent Structured Reasoning with LLM and Multimodal Sensor Fusion for Autonomous Driving
Xinmeng Hou
Wuqi Wang
Long Yang
Hao Lin
Jinglun Feng
Haigen Min
Xiangmo Zhao
37
0
0
04 May 2025
CrayonRobo: Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation
CrayonRobo: Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation
Xiaoqi Li
Lingyun Xu
M. Zhang
Jiaming Liu
Yan Shen
...
Jiahui Xu
Liang Heng
Siyuan Huang
S. Zhang
Hao Dong
LM&Ro
44
0
0
04 May 2025
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation
Volodymyr Havrylov
Haiwen Huang
Dan Zhang
Andreas Geiger
90
0
0
04 May 2025
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation
RAGAR: Retrieval Augment Personalized Image Generation Guided by Recommendation
Run Ling
W. Wang
Yuting Liu
G. Guo
Linying Jiang
Xingwei Wang
DiffM
52
0
0
03 May 2025
Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models
Efficient Shapley Value-based Non-Uniform Pruning of Large Language Models
Chuan Sun
Han Yu
Lizhen Cui
Xiaoxiao Li
69
0
0
03 May 2025
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding
Siyang Jiang
Bufang Yang
Lilin Xu
Mu Yuan
Yeerzhati Abudunuer
...
Liekang Zeng
Hongkai Chen
Zhenyu Yan
Xiaofan Jiang
Guoliang Xing
VLM
74
0
0
03 May 2025
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation
Vision and Intention Boost Large Language Model in Long-Term Action Anticipation
Congqi Cao
Lanshu Hu
Yating Yu
Y. Zhang
VLM
111
0
0
03 May 2025
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth
Efficient Fine-Tuning of Quantized Models via Adaptive Rank and Bitwidth
Changhai Zhou
Yuhua Zhou
Qian Qiao
Weizhong Zhang
Cheng Jin
MQ
27
0
0
02 May 2025
Generating Animated Layouts as Structured Text Representations
Generating Animated Layouts as Structured Text Representations
Yeonsang Shin
Jihwan Kim
Yumin Song
Kyungseung Lee
Hyunhee Chung
Taeyoung Na
DiffM
VGen
61
0
0
02 May 2025
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages
Marco Salmè
R. Sicilia
Paolo Soda
V. Guarrasi
96
0
0
02 May 2025
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach
Yiyuan Yang
Guodong Long
Tianyi Zhou
Qinghua Lu
Shanshan Ye
Jing Jiang
OODD
136
1
0
02 May 2025
Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
Where's the liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
Haoyue Bai
Yiyou Sun
Wei Cheng
Haifeng Chen
AAML
51
0
0
02 May 2025
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting
Chengsen Wang
Q. Qi
J. Wang
Haifeng Sun
Zirui Zhuang
J. Liao
AI4TS
45
0
0
01 May 2025
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
Xinyu Ding
Lexuan Chen
Siyu Liao
Zhongfeng Wang
45
0
0
01 May 2025
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution
GuideSR: Rethinking Guidance for One-Step High-Fidelity Diffusion-Based Super-Resolution
Aditya Arora
Z. Tu
Y. Wang
Ruizheng Bai
Jian Wang
Sizhuo Ma
DiffM
61
0
0
01 May 2025
Block Circulant Adapter for Large Language Models
Block Circulant Adapter for Large Language Models
Xinyu Ding
Meiqi Wang
Siyu Liao
Zhongfeng Wang
31
0
0
01 May 2025
Communication-Efficient Wireless Federated Fine-Tuning for Large-Scale AI Models
Communication-Efficient Wireless Federated Fine-Tuning for Large-Scale AI Models
Bumjun Kim
Wan Choi
26
0
0
01 May 2025
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