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Parameter-Efficient Transfer Learning for NLP
v1v2 (latest)

Parameter-Efficient Transfer Learning for NLP

2 February 2019
N. Houlsby
A. Giurgiu
Stanislaw Jastrzebski
Bruna Morrone
Quentin de Laroussilhe
Andrea Gesmundo
Mona Attariyan
Sylvain Gelly
ArXiv (abs)PDFHTML

Papers citing "Parameter-Efficient Transfer Learning for NLP"

50 / 2,860 papers shown
Title
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
Bin Xie
Hao Tang
Dawen Cai
Yan Yan
Gady Agam
MedImVLM
177
2
0
02 Feb 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection
Memory-Efficient Fine-Tuning of Transformers via Token Selection
Antoine Simoulin
Namyong Park
Xiaoyi Liu
Grey Yang
205
1
0
31 Jan 2025
Ensembles of Low-Rank Expert Adapters
Ensembles of Low-Rank Expert Adapters
Yinghao Li
Vianne Gao
Chao Zhang
MohamadAli Torkamani
173
0
0
31 Jan 2025
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images
Transfer Learning for Keypoint Detection in Low-Resolution Thermal TUG Test Images
Wei-Lun Chen
Chia-Yeh Hsieh
Yu-Hsiang Kao
Kai-Chun Liu
Sheng-Yu Peng
Yu Tsao
169
0
0
30 Jan 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
Kai He
Rui Mao
Qika Lin
Yucheng Ruan
Xiang Lan
Mengling Feng
Min Zhang
LM&MAAILaw
257
177
0
28 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang
Haizhou Shi
Ligong Han
Dimitris N. Metaxas
Hao Wang
BDLUQLM
243
13
0
28 Jan 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation
Reza Akbarian Bafghi
Carden Bagwell
Avinash Ravichandran
Ashish Shrivastava
M. Raissi
87
2
0
28 Jan 2025
FedTLU: Federated Learning with Targeted Layer Updates
FedTLU: Federated Learning with Targeted Layer Updates
Jong-Ik Park
Carlee Joe-Wong
FedML
168
0
0
28 Jan 2025
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models
Jing Zhang
Xiaowei Yu
Yanjun Lyu
Lu Zhang
Tong Chen
Chao-Yang Cao
Yan Zhuang
Minheng Chen
Tianming Liu
D. Zhu
82
2
0
28 Jan 2025
Rethinking the Bias of Foundation Model under Long-tailed Distribution
Rethinking the Bias of Foundation Model under Long-tailed Distribution
Jiahao Chen
Bin Qin
Jiangmeng Li
Hao Chen
Fuchun Sun
182
0
0
27 Jan 2025
Safe Gradient Flow for Bilevel Optimization
Safe Gradient Flow for Bilevel Optimization
Sina Sharifi
Nazanin Abolfazli
Erfan Yazdandoost Hamedani
Mahyar Fazlyab
98
0
0
27 Jan 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models
Decentralized Low-Rank Fine-Tuning of Large Language Models
Sajjad Ghiasvand
Mahnoosh Alizadeh
Ramtin Pedarsani
ALM
159
2
0
26 Jan 2025
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval
Changhun Lee
Jun-gyu Jin
Jun-gyu Jin
Younghyun Cho
Eunhyeok Park
RALMLRM
130
0
0
25 Jan 2025
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
Zeping Yu
Sophia Ananiadou
KELM
123
3
0
24 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models
Parameter-Efficient Fine-Tuning for Foundation Models
Dan Zhang
Tao Feng
Lilong Xue
Yuandong Wang
Yuxiao Dong
J. Tang
247
12
0
23 Jan 2025
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
Hamid Nasiri
Peter Garraghan
75
2
0
21 Jan 2025
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting
Empowering Large Language Model for Continual Video Question Answering with Collaborative Prompting
Chen Cai
Zheng Wang
J. Gao
Wenyang Liu
Ye Lu
Runzhong Zhang
Kim-Hui Yap
CLL
155
2
0
20 Jan 2025
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval
Weihang Zhang
Jihao Li
Shuoke Li
Ziqing Niu
Jialiang Chen
Wenkai Zhang
VLM
80
0
0
18 Jan 2025
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics
Kai Yin
Chengkai Liu
Ali Mostafavi
Helen Zhou
134
12
0
17 Jan 2025
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation
Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation
Ahmad Süleyman
Göksel Biricik
100
2
0
15 Jan 2025
Toward Realistic Camouflaged Object Detection: Benchmarks and Method
Toward Realistic Camouflaged Object Detection: Benchmarks and Method
Zhimeng Xin
Tianxu Wu
Shiming Chen
Shuo Ye
Zijing Xie
Yixiong Zou
Xinge You
Yufei Guo
57
0
0
13 Jan 2025
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning
Hanwen Zhong
Jiaxin Chen
Yutong Zhang
Di Huang
Yunhong Wang
MoE
100
0
0
12 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation
Javier Gamazo Tejero
Moritz Schmid
Pablo Márquez-Neila
M. Zinkernagel
Sebastian Wolf
Raphael Sznitman
MedIm
69
0
0
12 Jan 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer
Language Fusion for Parameter-Efficient Cross-lingual Transfer
Philipp Borchert
Ivan Vulić
Marie-Francine Moens
Jochen De Weerdt
120
0
0
12 Jan 2025
Aggregating Low Rank Adapters in Federated Fine-tuning
Aggregating Low Rank Adapters in Federated Fine-tuning
Evelyn Trautmann
Ian Hales
Martin F. Volk
AI4CEFedML
90
0
0
10 Jan 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions
Doaa Mahmud
Hadeel Hajmohamed
Shamma Almentheri
Shamma Alqaydi
Lameya Aldhaheri
R. A. Khalil
Nasir Saeed
AI4TS
111
12
0
08 Jan 2025
RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation
RoRA: Efficient Fine-Tuning of LLM with Reliability Optimization for Rank Adaptation
Jun Liu
Zhenglun Kong
Zhaoyang Han
Changdi Yang
Xuan Shen
...
Wei Niu
Wenbin Zhang
Xue Lin
Dong Huang
Yanzhi Wang
ALM
106
5
0
08 Jan 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets
Tanay Agrawal
Mohammed Guermal
Michal Balazia
François Brémond
78
0
0
08 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning
Zhe-Rui Yang
Jindong Han
Chang-Dong Wang
Hao Liu
OffRL
136
1
0
08 Jan 2025
Superposition in Transformers: A Novel Way of Building Mixture of Experts
Superposition in Transformers: A Novel Way of Building Mixture of Experts
Ayoub Ben Chaliah
Hela Dellagi
CLLKELM
60
0
0
08 Jan 2025
Spectral-Aware Low-Rank Adaptation for Speaker Verification
Spectral-Aware Low-Rank Adaptation for Speaker Verification
Zhe Li
Man-Wai Mak
Mert Pilanci
Hung-yi Lee
Helen Meng
126
0
0
07 Jan 2025
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation
Mingjie Li
Wai Man Si
Michael Backes
Yang Zhang
Yisen Wang
135
19
0
03 Jan 2025
Multimodal Large Models Are Effective Action Anticipators
Binglu Wang
Yao Tian
Shunzhou Wang
Le Yang
OffRL
53
0
0
03 Jan 2025
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems
An Overview and Discussion on Using Large Language Models for Implementation Generation of Solutions to Open-Ended Problems
Hashmath Shaik
Alex Doboli
OffRLELM
471
0
0
31 Dec 2024
GaLore$+$: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection
GaLore+++: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection
Xutao Liao
Shaohui Li
Yuhui Xu
Zhi Li
Yebin Liu
You He
VLM
126
6
0
31 Dec 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
Pinelopi Papalampidi
Skanda Koppula
Shreya Pathak
Justin T Chiu
Joseph Heyward
Viorica Patraucean
Jiajun Shen
Antoine Miech
Andrew Zisserman
Aida Nematzdeh
VLM
134
26
0
31 Dec 2024
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine
Hanguang Xiao
Feizhong Zhou
Xianglong Liu
Tianqi Liu
Zhipeng Li
Xin Liu
Xiaoxuan Huang
AILawLM&MALRM
166
30
0
31 Dec 2024
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
Qiang Liu
Zhaopeng Qiu
Xiangyu Zhao
X. Wu
Zijian Zhang
Tong Xu
Feng Tian
150
0
0
31 Dec 2024
Enhancing AI Safety Through the Fusion of Low Rank Adapters
Enhancing AI Safety Through the Fusion of Low Rank Adapters
Satya Swaroop Gudipudi
Sreeram Vipparla
Harpreet Singh
Shashwat Goel
Ponnurangam Kumaraguru
MoMeAAML
99
3
0
30 Dec 2024
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
Jingbo Lin
Zhilu Zhang
Wenbo Li
Renjing Pei
Hang Xu
Hongzhi Zhang
Wangmeng Zuo
123
1
0
28 Dec 2024
Bridging Interpretability and Robustness Using LIME-Guided Model
  Refinement
Bridging Interpretability and Robustness Using LIME-Guided Model Refinement
Navid Nayyem
Abdullah Rakin
Longwei Wang
AAMLFAtt
118
2
0
25 Dec 2024
CALLIC: Content Adaptive Learning for Lossless Image Compression
CALLIC: Content Adaptive Learning for Lossless Image Compression
Daxin Li
Yuanchao Bai
Kai Wang
Junjun Jiang
Xianming Liu
Wen Gao
VLM
98
0
0
23 Dec 2024
Learning to Adapt to Low-Resource Paraphrase Generation
Learning to Adapt to Low-Resource Paraphrase Generation
Zhigen Li
Yanmeng Wang
Rizhao Fan
Ye Wang
Jianfeng Li
Shaojun Wang
174
4
0
22 Dec 2024
Cannot or Should Not? Automatic Analysis of Refusal Composition in
  IFT/RLHF Datasets and Refusal Behavior of Black-Box LLMs
Cannot or Should Not? Automatic Analysis of Refusal Composition in IFT/RLHF Datasets and Refusal Behavior of Black-Box LLMs
Alexander von Recum
Christoph Schnabl
Gabor Hollbeck
Silas Alberti
Philip Blinde
Marvin von Hagen
145
2
0
22 Dec 2024
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding
Jiahui Zhao
Hao Shi
Chenrui Cui
Tianrui Wang
Hexin Liu
Zhaoheng Ni
Lingxuan Ye
Longbiao Wang
199
0
0
21 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks
Yaming Zhang
Chenqiang Gao
Fangcen Liu
Junjie Guo
Lan Wang
Xinggan Peng
Deyu Meng
203
0
0
21 Dec 2024
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions
Hao Du
Shang Liu
Lele Zheng
Yang Cao
Atsuyoshi Nakamura
Lei Chen
AAML
213
5
0
21 Dec 2024
Continual Learning Using a Kernel-Based Method Over Foundation Models
Continual Learning Using a Kernel-Based Method Over Foundation Models
Saleh Momeni
Sahisnu Mazumder
Bing-Quan Liu
CLL
155
2
0
20 Dec 2024
Parameter-efficient Fine-tuning for improved Convolutional Baseline for
  Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset
Parameter-efficient Fine-tuning for improved Convolutional Baseline for Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset
Bijay Adhikari
Pratibha Kulung
Jakesh Bohaju
Laxmi Kanta Poudel
Confidence Raymond
Dong Zhang
U. Anazodo
Bishesh Khanal
M. Shakya
121
1
0
18 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using
  Code Property Graphs
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs
Imam Nur Bani Yusuf
Lingxiao Jiang
140
1
0
18 Dec 2024
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