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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 / 1,732 papers shown
Title
EAVIT: Efficient and Accurate Human Value Identification from Text data via LLMs
EAVIT: Efficient and Accurate Human Value Identification from Text data via LLMs
Wenhao Zhu
Yuhang Xie
Guojie Song
Xin Zhang
7
0
0
19 May 2025
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation
Haiquan Wen
Yiwei He
Zhenglin Huang
Tianxiao Li
Zihan YU
Xingru Huang
Lu Qi
Baoyuan Wu
Xuelong Li
Guangliang Cheng
VGen
2
0
0
19 May 2025
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
Always Clear Depth: Robust Monocular Depth Estimation under Adverse Weather
Kui Jiang
Jing Cao
Zhaocheng Yu
Junjun Jiang
Jingchun Zhou
MDE
2
0
0
18 May 2025
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing
Andrei-Laurentiu Bornea
Fadhel Ayed
Antonio De Domenico
Nicola Piovesan
Tareq Si Salem
Ali Maatouk
2
0
0
17 May 2025
Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform
Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform
Josh Alman
Zhao Song
4
0
0
17 May 2025
Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning
Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning
Peimian Du
Jiabin Liu
Xiaowei Jin
Mengwang Zuo
Hui Li
AI4CE
2
0
0
16 May 2025
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction
Mohammadtaha Bagherifard
Sahar Rajabi
Ali Edalat
Yadollah Yaghoobzadeh
KELM
32
0
0
16 May 2025
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning
Yansen Wang
Shuai Xu
Xuelin Zhu
Yong Li
VLM
20
0
0
15 May 2025
Style Customization of Text-to-Vector Generation with Image Diffusion Priors
Style Customization of Text-to-Vector Generation with Image Diffusion Priors
Peiying Zhang
Nanxuan Zhao
Jing Liao
DiffM
37
0
0
15 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models
Yuncheng Guo
Xiaodong Gu
OffRL
VLM
32
0
0
15 May 2025
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 Kumar
LM&Ro
40
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
44
0
0
14 May 2025
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting
Quantum-Enhanced Parameter-Efficient Learning for Typhoon Trajectory Forecasting
Chen-Yu Liu
Kuan-Cheng Chen
Yi-Chien Chen
Samuel Yen-Chi Chen
Wei-Hao Huang
Wei-Jia Huang
Yen-Jui Chang
24
0
0
14 May 2025
InvDesFlow-AL: Active Learning-based Workflow for Inverse Design of Functional Materials
InvDesFlow-AL: Active Learning-based Workflow for Inverse Design of Functional Materials
Xiao-Qi Han
Peng-Jie Guo
Ze-Feng Gao
Hao Sun
Zhong-Yi Lu
AI4CE
28
0
0
14 May 2025
SALM: A Multi-Agent Framework for Language Model-Driven Social Network Simulation
SALM: A Multi-Agent Framework for Language Model-Driven Social Network Simulation
Gaurav Koley
LLMAG
23
0
0
14 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
33
0
0
13 May 2025
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care
Z. Soh
Yang Bai
Kai Yu
Yang Zhou
Xiaofeng Lei
...
J. Jonas
T. Y. Wong
Rick Siow Mong Goh
Yong Liu
Ching-Yu Cheng
25
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
40
0
0
13 May 2025
Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts
Ultrasound Report Generation with Multimodal Large Language Models for Standardized Texts
Peixuan Ge
Tongkun Su
Faqin Lv
Baoliang Zhao
Peng Zhang
...
Liang Yao
Yu Sun
Zenan Wang
Pak Kin Wong
Ying Hu
MedIm
26
0
0
13 May 2025
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation
Edoardo Bianchi
Antonio Liotta
29
0
0
13 May 2025
Improved Algorithms for Differentially Private Language Model Alignment
Improved Algorithms for Differentially Private Language Model Alignment
Keyu Chen
Hao Tang
Qinglin Liu
Yizhao Xu
28
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
49
0
0
13 May 2025
Parameter-Efficient Fine-Tuning of Vision Foundation Model for Forest Floor Segmentation from UAV Imagery
Parameter-Efficient Fine-Tuning of Vision Foundation Model for Forest Floor Segmentation from UAV Imagery
Mohammad Wasil
Ahmad Drak
Brennan Penfold
Ludovico Scarton
Maximilian Johenneken
Alexander Asteroth
Sebastian Houben
21
0
0
13 May 2025
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts
You Only Look One Step: Accelerating Backpropagation in Diffusion Sampling with Gradient Shortcuts
Hongkun Dou
Zeyu Li
Xingyu Jiang
Yiming Li
Lijun Yang
Wen Yao
Yue Deng
DiffM
38
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
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
29
0
0
12 May 2025
UMoE: Unifying Attention and FFN with Shared Experts
UMoE: Unifying Attention and FFN with Shared Experts
Yuanhang Yang
Chaozheng Wang
Jing Li
MoE
29
0
0
12 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
71
0
0
12 May 2025
Towards SFW sampling for diffusion models via external conditioning
Towards SFW sampling for diffusion models via external conditioning
Camilo Carvajal Reyes
J. Fontbona
Felipe A. Tobar
DiffM
36
0
0
12 May 2025
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
Jordan Fréry
Roman Bredehoft
Jakub Klemsa
Arthur Meyre
Andrei Stoian
31
0
0
12 May 2025
MELLM: Exploring LLM-Powered Micro-Expression Understanding Enhanced by Subtle Motion Perception
MELLM: Exploring LLM-Powered Micro-Expression Understanding Enhanced by Subtle Motion Perception
Zhengye Zhang
Sirui Zhao
Shifeng Liu
Shukang Yin
Xinglong Mao
Tong Xu
Enhong Chen
MLLM
58
0
0
11 May 2025
Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation
Bridging Ears and Eyes: Analyzing Audio and Visual Large Language Models to Humans in Visible Sound Recognition and Reducing Their Sensory Gap via Cross-Modal Distillation
Xilin Jiang
Junkai Wu
Vishal B. Choudhari
N. Mesgarani
VLM
35
0
0
11 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
Yash Raj Shrestha
Binod Bhattarai
VLM
38
0
0
11 May 2025
Optimizing Recommendations using Fine-Tuned LLMs
Optimizing Recommendations using Fine-Tuned LLMs
Prabhdeep Cheema
Erhan Guven
OffRL
31
0
0
11 May 2025
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
Tianyu Chen
Haoyi Zhou
Yunshui Li
Hao Wang
Zhenru Zhang
Tianchen Zhu
Shanghang Zhang
Jiashi Li
37
0
0
11 May 2025
DriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models
DriveSOTIF: Advancing Perception SOTIF Through Multimodal Large Language Models
Shucheng Huang
Freda Shi
Chen Sun
Jiaming Zhong
Minghao Ning
Yufeng Yang
Yukun Lu
Hong Wang
A. Khajepour
33
0
0
11 May 2025
The Distracting Effect: Understanding Irrelevant Passages in RAG
The Distracting Effect: Understanding Irrelevant Passages in RAG
Chen Amiraz
Florin Cuconasu
Simone Filice
Zohar Karnin
34
0
0
11 May 2025
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research
Bridging AI and Carbon Capture: A Dataset for LLMs in Ionic Liquids and CBE Research
Gaurab Sarkar
Sougata Saha
30
0
0
11 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation
Wenwen Qiang
Jianqi Zhang
Jingyao Wang
Changwen Zheng
VLM
37
0
0
10 May 2025
REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback
REFINE-AF: A Task-Agnostic Framework to Align Language Models via Self-Generated Instructions using Reinforcement Learning from Automated Feedback
Aniruddha Roy
Pretam Ray
Abhilash Nandy
Somak Aditya
Pawan Goyal
ALM
34
0
0
10 May 2025
Improving Block-Wise LLM Quantization by 4-bit Block-Wise Optimal Float (BOF4): Analysis and Variations
Improving Block-Wise LLM Quantization by 4-bit Block-Wise Optimal Float (BOF4): Analysis and Variations
Patrick Blumenberg
Thomas Graave
Tim Fingscheidt
MQ
24
0
0
10 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
VISTA: Generative Visual Imagination for Vision-and-Language Navigation
VISTA: Generative Visual Imagination for Vision-and-Language Navigation
Yanjia Huang
Mingyang Wu
Renjie Li
Zhengzhong Tu
LM&Ro
41
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
Yanting Yang
Jisong Cai
Shenyuan Gao
Guanghui Ren
Maoqing Yao
Ping Luo
Hongyang Li
137
1
0
09 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
161
0
0
09 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
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
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
Yixin Yang
Qingxiu Dong
Linli Yao
Fangwei Zhu
Zhifang Sui
48
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
87
0
0
08 May 2025
Diffusion Model Quantization: A Review
Diffusion Model Quantization: A Review
Qian Zeng
Chenggong Hu
Mingli Song
Jie Song
MQ
45
0
0
08 May 2025
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