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Towards a Unified View of Parameter-Efficient Transfer Learning

Towards a Unified View of Parameter-Efficient Transfer Learning

8 October 2021
Junxian He
Chunting Zhou
Xuezhe Ma
Taylor Berg-Kirkpatrick
Graham Neubig
    AAML
ArXivPDFHTML

Papers citing "Towards a Unified View of Parameter-Efficient Transfer Learning"

50 / 632 papers shown
Title
Fine-Tuning Language Models with Differential Privacy through Adaptive
  Noise Allocation
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
Xianzhi Li
Ran Zmigrod
Zhiqiang Ma
Xiaomo Liu
Xiaodan Zhu
18
1
0
03 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Reward-RAG: Enhancing RAG with Reward Driven Supervision
Thang Nguyen
Peter Chin
Yu-Wing Tai
RALM
42
4
0
03 Oct 2024
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
Xinhao Yao
Hongjin Qian
Xiaolin Hu
Gengze Xu
Wei Liu
Jian Luan
Bin Wang
Yong-Jin Liu
48
0
0
03 Oct 2024
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts
Minh Le
Chau Nguyen
Huy Nguyen
Quyen Tran
Trung Le
Nhat Ho
44
4
0
03 Oct 2024
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank
  Constraint?
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
Xi Chen
Kaituo Feng
Changsheng Li
Xunhao Lai
Xiangyu Yue
Ye Yuan
Guoren Wang
41
7
0
02 Oct 2024
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning
  Representation for Zero-Resource Semantic Parsing
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing
Deokhyung Kang
Seonjeong Hwang
Yunsu Kim
Gary Geunbae Lee
31
0
0
01 Oct 2024
Learning Attentional Mixture of LoRAs for Language Model Continual
  Learning
Learning Attentional Mixture of LoRAs for Language Model Continual Learning
Jialin Liu
Jianhua Wu
Jie Liu
Yutai Duan
KELM
CLL
MoMe
27
1
0
29 Sep 2024
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning
PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning
Qibin Wang
Xiaolin Hu
Weikai Xu
Wei Liu
Jian Luan
Bin Wang
28
1
0
25 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey
  on How to Make your LLMs use External Data More Wisely
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Siyun Zhao
Yuqing Yang
Zilong Wang
Zhiyuan He
Luna Qiu
Lili Qiu
SyDa
RALM
3DV
44
35
0
23 Sep 2024
Obliviate: Neutralizing Task-agnostic Backdoors within the
  Parameter-efficient Fine-tuning Paradigm
Obliviate: Neutralizing Task-agnostic Backdoors within the Parameter-efficient Fine-tuning Paradigm
Jaehan Kim
Minkyoo Song
S. Na
Seungwon Shin
AAML
35
0
0
21 Sep 2024
Multiple-Exit Tuning: Towards Inference-Efficient Adaptation for Vision
  Transformer
Multiple-Exit Tuning: Towards Inference-Efficient Adaptation for Vision Transformer
Zheng Liu
Jinchao Zhu
Nannan Li
Gao Huang
27
0
0
21 Sep 2024
Frequency-Guided Spatial Adaptation for Camouflaged Object Detection
Frequency-Guided Spatial Adaptation for Camouflaged Object Detection
Shizhou Zhang
Dexuan Kong
Yinghui Xing
Yue Lu
Lingyan Ran
Guoqiang Liang
Hexu Wang
Yanning Zhang
38
5
0
19 Sep 2024
LPT++: Efficient Training on Mixture of Long-tailed Experts
LPT++: Efficient Training on Mixture of Long-tailed Experts
Bowen Dong
Pan Zhou
W. Zuo
VLM
42
0
0
17 Sep 2024
Propulsion: Steering LLM with Tiny Fine-Tuning
Propulsion: Steering LLM with Tiny Fine-Tuning
Md. Kowsher
Nusrat Jahan Prottasha
Prakash Bhat
48
4
0
17 Sep 2024
SimMAT: Exploring Transferability from Vision Foundation Models to Any
  Image Modality
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality
Chenyang Lei
Liyi Chen
Jun Cen
Xiao Chen
Zhen Lei
Felix Heide
Ziwei Liu
Qifeng Chen
Zhaoxiang Zhang
47
0
0
12 Sep 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval
Leqi Shen
Tianxiang Hao
Tao He
Sicheng Zhao
Pengzhang Liu
Yongjun Bao
Guiguang Ding
Guiguang Ding
135
7
0
02 Sep 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using
  Prefix-Tuning
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning
Maxime Méloux
Christophe Cerisara
KELM
CLL
26
0
0
30 Aug 2024
Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large
  Language Models
Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models
Aradhye Agarwal
Suhas K Ramesh
Ayan Sengupta
Tanmoy Chakraborty
25
1
0
26 Aug 2024
SORSA: Singular Values and Orthonormal Regularized Singular Vectors
  Adaptation of Large Language Models
SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models
Yang Cao
42
2
0
21 Aug 2024
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of
  fMRI Pre-trained Model
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model
Zijian Dong
Yilei Wu
Zijiao Chen
Yichi Zhang
Yueming Jin
Juan Helen Zhou
36
1
0
20 Aug 2024
Language Modeling on Tabular Data: A Survey of Foundations, Techniques
  and Evolution
Language Modeling on Tabular Data: A Survey of Foundations, Techniques and Evolution
Yucheng Ruan
Xiang Lan
Jingying Ma
Yizhi Dong
Kai He
Mengling Feng
LMTD
65
3
0
20 Aug 2024
Parameter-Efficient Transfer Learning under Federated Learning for
  Automatic Speech Recognition
Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition
Xuan Kan
Yonghui Xiao
Tien-Ju Yang
Nanxin Chen
Rajiv Mathews
FedML
28
0
0
19 Aug 2024
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
Xiaoyu Kong
Jiancan Wu
An Zhang
Leheng Sheng
Hui Lin
Xiang Wang
Xiangnan He
AI4TS
53
5
0
19 Aug 2024
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models
NoRA: Nested Low-Rank Adaptation for Efficient Fine-Tuning Large Models
Cheng Lin
Lujun Li
Dezhi Li
Jie Zou
Wei Xue
Yike Guo
AI4TS
40
4
0
18 Aug 2024
Combo: Co-speech holistic 3D human motion generation and efficient
  customizable adaptation in harmony
Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony
Chao Xu
Mingze Sun
Zhi-Qi Cheng
Fei-Yue Wang
Yang Liu
Baigui Sun
Ruqi Huang
Alexander G. Hauptmann
VGen
45
2
0
18 Aug 2024
Snuffy: Efficient Whole Slide Image Classifier
Snuffy: Efficient Whole Slide Image Classifier
Hossein Jafarinia
Alireza Alipanah
Danial Hamdi
Saeed Razavi
Nahal Mirzaie
M. Rohban
3DH
50
1
0
15 Aug 2024
CROME: Cross-Modal Adapters for Efficient Multimodal LLM
CROME: Cross-Modal Adapters for Efficient Multimodal LLM
Sayna Ebrahimi
Sercan Ö. Arik
Tejas Nama
Tomas Pfister
44
1
0
13 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
Sungyeon Kim
Boseung Jeong
Donghyun Kim
Suha Kwak
VLM
36
2
0
11 Aug 2024
FE-Adapter: Adapting Image-based Emotion Classifiers to Videos
FE-Adapter: Adapting Image-based Emotion Classifiers to Videos
Shreyank N. Gowda
Boyan Gao
David A. Clifton
32
5
0
05 Aug 2024
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks
Jy-yong Sohn
Dohyun Kwon
Seoyeon An
Kangwook Lee
46
0
0
01 Aug 2024
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot
  Action Recognition
Task-Adapter: Task-specific Adaptation of Image Models for Few-shot Action Recognition
Congqi Cao
Guibiao Liao
Yating Yu
Kanglin Liu
Lingtong Min
Yanning Zhang
37
4
0
01 Aug 2024
Parameter-Efficient Fine-Tuning via Circular Convolution
Parameter-Efficient Fine-Tuning via Circular Convolution
Aochuan Chen
Jiashun Cheng
Zijing Liu
Ziqi Gao
Fugee Tsung
Yu Li
Jia Li
56
2
0
27 Jul 2024
Modular Sentence Encoders: Separating Language Specialization from
  Cross-Lingual Alignment
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment
Yongxin Huang
Kexin Wang
Goran Glavavs
Iryna Gurevych
46
0
0
20 Jul 2024
Continual Learning for Remote Physiological Measurement: Minimize
  Forgetting and Simplify Inference
Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference
Qian Liang
Yan Chen
Yang Hu
CLL
50
2
0
19 Jul 2024
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual
  Transformers
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers
Mengke Li
Da Li
Guoqing Yang
Yiu-ming Cheung
Hui Huang
3DPC
48
2
0
18 Jul 2024
Towards Collaborative Intelligence: Propagating Intentions and Reasoning
  for Multi-Agent Coordination with Large Language Models
Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models
Xihe Qiu
Haoyu Wang
Xiaoyu Tan
Chao Qu
Yujie Xiong
Yuan Cheng
Yinghui Xu
Wei Chu
Yuan Qi
LLMAG
LM&Ro
43
0
0
17 Jul 2024
Enhancing Parameter Efficiency and Generalization in Large-Scale Models:
  A Regularized and Masked Low-Rank Adaptation Approach
Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach
Yuzhu Mao
Siqi Ping
Zihao Zhao
Yang Liu
Wenbo Ding
37
1
0
16 Jul 2024
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language
  Pre-trained Models
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models
Yang Zhou
Yongjian Wu
Jiya Saiyin
Bingzheng Wei
Maode Lai
Eric Chang
Yan Xu
VLM
46
0
0
16 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency
  Adaptation
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation
Han Li
Shaohui Li
Shuangrui Ding
Wenrui Dai
Maida Cao
Chenglin Li
Junni Zou
Hongkai Xiong
VLM
40
5
0
13 Jul 2024
Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a
  Final Time Point
Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a Final Time Point
Christina X. Ji
Ahmed M. Alaa
David Sontag
OOD
52
0
0
12 Jul 2024
Foundation Model Engineering: Engineering Foundation Models Just as
  Engineering Software
Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software
Dezhi Ran
Mengzhou Wu
Wei Yang
Tao Xie
AI4CE
36
1
0
11 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for
  Resource-Limited Transfer Learning
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
Haiwen Diao
Bo Wan
Xu Jia
Yunzhi Zhuge
Ying Zhang
Huchuan Lu
Long Chen
VLM
50
4
0
10 Jul 2024
Parameter Efficient Fine Tuning for Multi-scanner PET to PET
  Reconstruction
Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction
Yumin Kim
Gayoon Choi
Seong Jae Hwang
37
0
0
10 Jul 2024
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
Learn and Don't Forget: Adding a New Language to ASR Foundation Models
Mengjie Qian
Siyuan Tang
Rao Ma
Kate Knill
Mark J. F. Gales
CLL
39
3
0
09 Jul 2024
A Survey on LoRA of Large Language Models
A Survey on LoRA of Large Language Models
Yuren Mao
Yuhang Ge
Yijiang Fan
Wenyi Xu
Yu Mi
Zhonghao Hu
Yunjun Gao
ALM
54
24
0
08 Jul 2024
See Further for Parameter Efficient Fine-tuning by Standing on the
  Shoulders of Decomposition
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition
Chongjie Si
Xiaokang Yang
Wei Shen
42
5
0
07 Jul 2024
SBoRA: Low-Rank Adaptation with Regional Weight Updates
SBoRA: Low-Rank Adaptation with Regional Weight Updates
L. Po
Yuyang Liu
Haoxuan Wu
Tianqi Zhang
W. Yu
Zeyu Jiang
Kun Li
38
1
0
07 Jul 2024
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
Liyuan Wang
Jingyi Xie
Xingxing Zhang
Hang Su
Jun Zhu
CLL
47
5
0
07 Jul 2024
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method
  for Pre-trained Language Models
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models
Yuyan Chen
Qiang Fu
Ge Fan
Lun Du
Jian-Guang Lou
Shi Han
Dongmei Zhang
Zhixu Li
Yanghua Xiao
MoE
29
16
0
04 Jul 2024
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content
  Moderation of Large Language Models
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models
Hayder Elesedy
Pedro M. Esperança
Silviu Vlad Oprea
Mete Ozay
KELM
36
2
0
03 Jul 2024
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