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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 / 633 papers shown
Title
Decomposed Prompt Tuning via Low-Rank Reparameterization
Decomposed Prompt Tuning via Low-Rank Reparameterization
Yao Xiao
Lu Xu
Jiaxi Li
Wei Lu
Xiaoli Li
VLM
25
6
0
16 Oct 2023
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion
  Models?
Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
Yu-Lin Tsai
Chia-Yi Hsu
Chulin Xie
Chih-Hsun Lin
Jia-You Chen
Bo-wen Li
Pin-Yu Chen
Chia-Mu Yu
Chun-ying Huang
DiffM
44
78
0
16 Oct 2023
LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
Yixiao Li
Yifan Yu
Chen Liang
Pengcheng He
Nikos Karampatziakis
Weizhu Chen
Tuo Zhao
MQ
41
125
0
12 Oct 2023
An Empirical Study of Instruction-tuning Large Language Models in
  Chinese
An Empirical Study of Instruction-tuning Large Language Models in Chinese
Q. Si
Tong Wang
Zheng Lin
Xu Zhang
Yanan Cao
Weiping Wang
ALM
74
16
0
11 Oct 2023
TAIL: Task-specific Adapters for Imitation Learning with Large
  Pretrained Models
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models
Zuxin Liu
Jesse Zhang
Kavosh Asadi
Yao Liu
Ding Zhao
Shoham Sabach
Rasool Fakoor
ALM
AI4CE
30
26
0
09 Oct 2023
Hierarchical Side-Tuning for Vision Transformers
Hierarchical Side-Tuning for Vision Transformers
Weifeng Lin
Ziheng Wu
Wentao Yang
Mingxin Huang
Jun Huang
Lianwen Jin
31
8
0
09 Oct 2023
Robust Multimodal Learning with Missing Modalities via
  Parameter-Efficient Adaptation
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation
Md Kaykobad Reza
Ashley Prater-Bennette
Ulugbek S. Kamilov
28
5
0
06 Oct 2023
Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech
  Model
Prompting and Adapter Tuning for Self-supervised Encoder-Decoder Speech Model
Kai-Wei Chang
Ming-Hsin Chen
Yun-Ping Lin
Jing Neng Hsu
Paul Kuo-Ming Huang
Chien-yu Huang
Shang-Wen Li
Hung-yi Lee
25
6
0
04 Oct 2023
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models
Yiwen Tang
Ivan Tang
Ray Gu
Dong Wang
Eric Zhang
Bin Zhao
Xuelong Li
3DPC
34
20
0
04 Oct 2023
Selective Feature Adapter for Dense Vision Transformers
Selective Feature Adapter for Dense Vision Transformers
XueQing Deng
Qi Fan
Xiaojie Jin
Linjie Yang
Peng Wang
37
0
0
03 Oct 2023
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by
  Learning to Scale
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
Markus Frohmann
Carolin Holtermann
Shahed Masoudian
Anne Lauscher
Navid Rekabsaz
47
2
0
02 Oct 2023
PETA: Parameter-Efficient Trojan Attacks
PETA: Parameter-Efficient Trojan Attacks
Lauren Hong
Ting Wang
AAML
50
1
0
01 Oct 2023
Batch Calibration: Rethinking Calibration for In-Context Learning and
  Prompt Engineering
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
Han Zhou
Xingchen Wan
Lev Proleev
Diana Mincu
Jilin Chen
Katherine A. Heller
Subhrajit Roy
UQLM
31
54
0
29 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on
  Downstream Tasks
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks
Hao Chen
Jindong Wang
Ankit Shah
Ran Tao
Hongxin Wei
Berfin cSimcsek
Masashi Sugiyama
Bhiksha Raj
44
26
0
29 Sep 2023
PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on
  Point Clouds with Rectified Pseudo-label
PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label
Joonhyung Park
Hyunjin Seo
Eunho Yang
3DPC
24
10
0
29 Sep 2023
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile
  Screenshot Captioning
BLIP-Adapter: Parameter-Efficient Transfer Learning for Mobile Screenshot Captioning
Ching-Yu Chiang
I-Hua Chang
Shih-Wei Liao
55
1
0
26 Sep 2023
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Yuhui Xu
Lingxi Xie
Xiaotao Gu
Xin Chen
Heng Chang
Hengheng Zhang
Zhensu Chen
Xiaopeng Zhang
Qi Tian
MQ
21
92
0
26 Sep 2023
Sparsely Shared LoRA on Whisper for Child Speech Recognition
Sparsely Shared LoRA on Whisper for Child Speech Recognition
W. Liu
Ying Qin
Zhiyuan Peng
Tan Lee
27
17
0
21 Sep 2023
OWL: A Large Language Model for IT Operations
OWL: A Large Language Model for IT Operations
Hongcheng Guo
Jian Yang
Jiaheng Liu
Liqun Yang
Linzheng Chai
...
Tieqiao Zheng
Liangfan Zheng
Bo Zhang
Ke Xu
Zhoujun Li
VLM
66
41
0
17 Sep 2023
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image
  Segmentation
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation
Cheng Chen
Juzheng Miao
Dufan Wu
Zhiling Yan
Sekeun Kim
...
Lichao Sun
Xiang Li
Tianming Liu
Pheng-Ann Heng
Quanzheng Li
MedIm
55
58
0
16 Sep 2023
Scaled Prompt-Tuning for Few-Shot Natural Language Generation
Scaled Prompt-Tuning for Few-Shot Natural Language Generation
Ting Hu
Christoph Meinel
Haojin Yang
16
0
0
13 Sep 2023
The first step is the hardest: Pitfalls of Representing and Tokenizing
  Temporal Data for Large Language Models
The first step is the hardest: Pitfalls of Representing and Tokenizing Temporal Data for Large Language Models
Dimitris Spathis
F. Kawsar
AI4TS
36
18
0
12 Sep 2023
Backdoor Attacks and Countermeasures in Natural Language Processing
  Models: A Comprehensive Security Review
Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review
Pengzhou Cheng
Zongru Wu
Wei Du
Haodong Zhao
Wei Lu
Gongshen Liu
SILM
AAML
37
18
0
12 Sep 2023
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable
  image-text retrieval
MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrieval
Zijun Long
George Killick
R. McCreadie
Gerardo Aragon Camarasa
14
4
0
04 Sep 2023
Parameter and Computation Efficient Transfer Learning for
  Vision-Language Pre-trained Models
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models
Qiong Wu
Wei Yu
Yiyi Zhou
Shubin Huang
Xiaoshuai Sun
Rongrong Ji
VLM
26
7
0
04 Sep 2023
MerA: Merging Pretrained Adapters For Few-Shot Learning
MerA: Merging Pretrained Adapters For Few-Shot Learning
Shwai He
Run-Ze Fan
Liang Ding
Li Shen
Dinesh Manocha
Dacheng Tao
MoMe
42
11
0
30 Aug 2023
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient
  Parameter and Memory
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory
Haiwen Diao
Bo Wan
Wenjie Qu
Xuecong Jia
Huchuan Lu
Long Chen
VLM
39
18
0
28 Aug 2023
FwdLLM: Efficient FedLLM using Forward Gradient
FwdLLM: Efficient FedLLM using Forward Gradient
Mengwei Xu
Dongqi Cai
Yaozong Wu
Xiang Li
Shangguang Wang
FedML
57
25
0
26 Aug 2023
Overcoming Generic Knowledge Loss with Selective Parameter Update
Overcoming Generic Knowledge Loss with Selective Parameter Update
Wenxuan Zhang
Paul Janson
Rahaf Aljundi
Mohamed Elhoseiny
KELM
CLL
39
10
0
23 Aug 2023
IncreLoRA: Incremental Parameter Allocation Method for
  Parameter-Efficient Fine-tuning
IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning
Feiyu F. Zhang
Liangzhi Li
Jun-Cheng Chen
Zhouqian Jiang
Bowen Wang
Yiming Qian
51
33
0
23 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware
  Sequence Representation for Recommendation
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
Jinpeng Wang
Ziyun Zeng
Yunxiao Wang
Yuting Wang
Xingyu Lu
Tianxiang Li
Jun Yuan
Rui Zhang
Haitao Zheng
Shutao Xia
44
43
0
22 Aug 2023
LLaMA-Reviewer: Advancing Code Review Automation with Large Language
  Models through Parameter-Efficient Fine-Tuning
LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning
Jun Lu
Lei Yu
Xiaojia Li
Li Yang
Chun Zuo
ALM
27
73
0
22 Aug 2023
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language
  Navigation
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation
Yanyuan Qiao
Zheng Yu
Qi Wu
VLM
22
16
0
20 Aug 2023
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity
  Control
VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control
Zi-Yuan Hu
Yanyang Li
M. Lyu
Liwei Wang
VLM
35
15
0
18 Aug 2023
SimDA: Simple Diffusion Adapter for Efficient Video Generation
SimDA: Simple Diffusion Adapter for Efficient Video Generation
Zhen Xing
Qi Dai
Hang-Rui Hu
Zuxuan Wu
Yu-Gang Jiang
VGen
DiffM
40
81
0
18 Aug 2023
FedPerfix: Towards Partial Model Personalization of Vision Transformers
  in Federated Learning
FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
Guangyu Sun
Matías Mendieta
Jun Luo
Shandong Wu
Chong Chen
38
16
0
17 Aug 2023
Challenges and Opportunities of Using Transformer-Based Multi-Task
  Learning in NLP Through ML Lifecycle: A Survey
Challenges and Opportunities of Using Transformer-Based Multi-Task Learning in NLP Through ML Lifecycle: A Survey
Lovre Torbarina
Tin Ferkovic
Lukasz Roguski
Velimir Mihelčić
Bruno Šarlija
Z. Kraljevic
31
5
0
16 Aug 2023
Separate the Wheat from the Chaff: Model Deficiency Unlearning via
  Parameter-Efficient Module Operation
Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
Xinshuo Hu
Dongfang Li
Baotian Hu
Zihao Zheng
Zhenyu Liu
Hao Fei
KELM
MU
40
26
0
16 Aug 2023
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
Platypus: Quick, Cheap, and Powerful Refinement of LLMs
Ariel N. Lee
Cole J. Hunter
Nataniel Ruiz
ALM
ObjD
34
136
0
14 Aug 2023
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
SLoRA: Federated Parameter Efficient Fine-Tuning of Language Models
Sara Babakniya
A. Elkordy
Yahya H. Ezzeldin
Qingfeng Liu
Kee-Bong Song
Mostafa El-Khamy
Salman Avestimehr
27
57
0
12 Aug 2023
Towards Instance-adaptive Inference for Federated Learning
Towards Instance-adaptive Inference for Federated Learning
Chunhui Feng
Kai Yu
Nian Liu
Xinxing Xu
Salman Khan
W. Zuo
FedML
39
12
0
11 Aug 2023
Adapter-based Selective Knowledge Distillation for Federated
  Multi-domain Meeting Summarization
Adapter-based Selective Knowledge Distillation for Federated Multi-domain Meeting Summarization
Xiachong Feng
Xiaocheng Feng
Xiyuan Du
MingSung Kan
Bing Qin
FedML
29
5
0
07 Aug 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
Keyu Duan
Qian Liu
Tat-Seng Chua
Shuicheng Yan
Wei Tsang Ooi
Qizhe Xie
Junxian He
35
57
0
03 Aug 2023
Low-Parameter Federated Learning with Large Language Models
Low-Parameter Federated Learning with Large Language Models
Jing Jiang
Xiangyang Liu
Chenyou Fan
33
24
0
26 Jul 2023
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA
  Composition
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
Chengsong Huang
Qian Liu
Bill Yuchen Lin
Tianyu Pang
Chao Du
Min Lin
MoMe
38
186
0
25 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report
  from Chinese IR Community
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
Qingyao Ai
Ting Bai
Bo Zhao
Yi-Ju Chang
Jiawei Chen
...
Peng Zhang
Fan Zhang
Wei-na Zhang
Hao Fei
Xiaofei Zhu
52
59
0
19 Jul 2023
A Comprehensive Overview of Large Language Models
A Comprehensive Overview of Large Language Models
Humza Naveed
Asad Ullah Khan
Shi Qiu
Muhammad Saqib
Saeed Anwar
Muhammad Usman
Naveed Akhtar
Nick Barnes
Ajmal Mian
OffRL
70
538
0
12 Jul 2023
Towards Robust and Efficient Continual Language Learning
Towards Robust and Efficient Continual Language Learning
Adam Fisch
Amal Rannen-Triki
Razvan Pascanu
J. Bornschein
Angeliki Lazaridou
E. Gribovskaya
MarcÁurelio Ranzato
CLL
37
1
0
11 Jul 2023
Answering Ambiguous Questions via Iterative Prompting
Answering Ambiguous Questions via Iterative Prompting
Weiwei Sun
Hengyi Cai
Hongshen Chen
Pengjie Ren
Zhumin Chen
Maarten de Rijke
Zhaochun Ren
45
9
0
08 Jul 2023
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of
  Pre-trained Models
OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models
Shengding Hu
Ning Ding
Weilin Zhao
Xingtai Lv
Zhen Zhang
Zhiyuan Liu
Maosong Sun
37
7
0
05 Jul 2023
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