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Parameter-Efficient Transfer Learning for NLP

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
ArXivPDFHTML

Papers citing "Parameter-Efficient Transfer Learning for NLP"

50 / 936 papers shown
Title
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&MA
AILaw
101
155
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
89
0
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
BDL
UQLM
116
8
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
Bing-Huang Su
85
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
38
3
0
27 Jan 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models
Sajjad Ghiasvand
Mahnoosh Alizadeh
Ramtin Pedarsani
ALM
71
0
0
26 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
50
1
0
24 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
41
1
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
52
1
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
49
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
Xia Hu
59
9
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
52
2
0
15 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
44
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
AI4CE
FedML
44
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
51
5
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
Peiyan Dong
Changdi Yang
Xuan Shen
...
Wei Niu
Wenbin Zhang
Xue Lin
Dong Huang
Yanzhi Wang
ALM
48
2
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
CLL
KELM
33
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
46
0
0
07 Jan 2025
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension
Ting Liu
Zunnan Xu
Yue Hu
Liangtao Shi
Zhiqiang Wang
Quanjun Yin
65
2
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
OffRL
ELM
205
0
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
41
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
Y. Liu
You He
VLM
59
3
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
69
24
0
31 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
W. J. Li
Renjing Pei
Hang Xu
Hongzhi Zhang
Wangmeng Zuo
42
0
0
28 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
79
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
114
3
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
106
0
0
21 Dec 2024
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction
Sepideh Maleki
Jan-Christian Huetter
Kangway V Chuang
Gabriele Scalia
Tommaso Biancalani
Tommaso Biancalani
AI4CE
93
2
0
18 Dec 2024
Adapter-Enhanced Semantic Prompting for Continual Learning
Adapter-Enhanced Semantic Prompting for Continual Learning
Baocai Yin
Ji Zhao
Huajie Jiang
Ningning Hou
Yongli Hu
Amin Beheshti
Ming-Hsuan Yang
Yuankai Qi
CLL
VLM
102
0
0
15 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
Fan Wang
Juyong Jiang
Chansung Park
Sunghun Kim
Jing Tang
96
1
0
08 Dec 2024
Unified Parameter-Efficient Unlearning for LLMs
Chenlu Ding
Jiancan Wu
Yancheng Yuan
Jinda Lu
Kai Zhang
Alex Su
Xiang Wang
Xiangnan He
MU
KELM
100
6
0
30 Nov 2024
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition
Yilong Wang
Zilin Gao
Qilong Wang
Zhaofeng Chen
P. Li
Q. Hu
84
1
0
28 Nov 2024
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
How to Learn a New Language? An Efficient Solution for Self-Supervised Learning Models Unseen Languages Adaption in Low-Resource Scenario
Shih-Heng Wang
Zih-Ching Chen
Jiatong Shi
Ming To Chuang
Guan-Ting Lin
Kuan Po Huang
David Harwath
Shang-Wen Li
Hung-yi Lee
83
1
0
27 Nov 2024
AMPS: ASR with Multimodal Paraphrase Supervision
AMPS: ASR with Multimodal Paraphrase Supervision
Amruta Parulekar
Abhishek Gupta
Sameep Chattopadhyay
P. Jyothi
75
0
0
27 Nov 2024
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation
SAMWISE: Infusing Wisdom in SAM2 for Text-Driven Video Segmentation
Claudia Cuttano
Gabriele Trivigno
Gabriele Rosi
Carlo Masone
Giuseppe Averta
VOS
109
2
0
26 Nov 2024
Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning
Integrating Dual Prototypes for Task-Wise Adaption in Pre-Trained Model-Based Class-Incremental Learning
Zhiming Xu
Steve Yang
Baile Xu
Jian Zhao
Furao Shen
CLL
88
0
0
26 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation
Seokil Ham
H. Kim
Sangmin Woo
Changick Kim
Mamba
243
0
0
21 Nov 2024
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
VLM
113
0
0
21 Nov 2024
Efficient Transfer Learning for Video-language Foundation Models
Haoxing Chen
Zizheng Huang
Y. Hong
Yanshuo Wang
Zhongcai Lyu
Zhuoer Xu
Jun Lan
Zhangxuan Gu
VLM
54
0
0
18 Nov 2024
MC-LLaVA: Multi-Concept Personalized Vision-Language Model
Ruichuan An
Sihan Yang
Ming Lu
Kai Zeng
Yulin Luo
...
Hao Liang
Qi She
Shanghang Zhang
Feiyu Xiong
Wentao Zhang
90
5
0
18 Nov 2024
Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices
Efficient Federated Finetuning of Tiny Transformers with Resource-Constrained Devices
Kilian Pfeiffer
Mohamed Aboelenien Ahmed
R. Khalili
J. Henkel
43
0
0
12 Nov 2024
Generative Adapter: Contextualizing Language Models in Parameters with A
  Single Forward Pass
Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
Tong Chen
Hao Fang
Patrick Xia
Xiaodong Liu
Benjamin Van Durme
Luke Zettlemoyer
Jianfeng Gao
Hao Cheng
KELM
59
2
0
08 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba
Masakazu Yoshimura
Teruaki Hayashi
Yota Maeda
Mamba
100
2
0
06 Nov 2024
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models
Hang Guo
Yawei Li
Tao Dai
Shu-Tao Xia
Luca Benini
MQ
39
1
0
29 Oct 2024
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
Sangmin Bae
Adam Fisch
Hrayr Harutyunyan
Ziwei Ji
Seungyeon Kim
Tal Schuster
KELM
84
5
0
28 Oct 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models
Transferable Adversarial Attacks on SAM and Its Downstream Models
Song Xia
Wenhan Yang
Yi Yu
Xun Lin
Henghui Ding
Lingyu Duan
Xudong Jiang
AAML
SILM
66
6
0
26 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
Liwen Wang
Sheng Chen
Linnan Jiang
Shu Pan
Runze Cai
Sen Yang
Fei Yang
49
3
0
24 Oct 2024
Closed-form merging of parameter-efficient modules for Federated Continual Learning
Closed-form merging of parameter-efficient modules for Federated Continual Learning
Riccardo Salami
Pietro Buzzega
Matteo Mosconi
Jacopo Bonato
Luigi Sabetta
Simone Calderara
FedML
MoMe
CLL
39
2
0
23 Oct 2024
Understanding Layer Significance in LLM Alignment
Understanding Layer Significance in LLM Alignment
Guangyuan Shi
Zexin Lu
Xiaoyu Dong
Wenlong Zhang
Xuanyu Zhang
Yujie Feng
Xiao-Ming Wu
58
2
0
23 Oct 2024
LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics
LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics
Thomas Robert
M. Safaryan
Ionut-Vlad Modoranu
Dan Alistarh
ODL
36
2
0
21 Oct 2024
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