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

50 / 633 papers shown
Title
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer
  Learning for Point Cloud Analysis
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis
Xin Zhou
Dingkang Liang
Wei Xu
Xingkui Zhu
Yihan Xu
Zhikang Zou
Xiang Bai
34
26
0
03 Mar 2024
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient
  Fine-Tuning of Large Language Models
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models
Linhai Zhang
Jialong Wu
Deyu Zhou
Guoqiang Xu
30
4
0
02 Mar 2024
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness
  and Efficiency
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency
Yixuan Zhang
Feng Zhou
21
3
0
01 Mar 2024
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic
  Speaker Verification
Efficient Adapter Tuning of Pre-trained Speech Models for Automatic Speaker Verification
Mufan Sang
John H. L. Hansen
41
6
0
01 Mar 2024
AdaMergeX: Cross-Lingual Transfer with Large Language Models via
  Adaptive Adapter Merging
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
Yiran Zhao
Wenxuan Zhang
Huiming Wang
Kenji Kawaguchi
Lidong Bing
MoMe
32
15
0
29 Feb 2024
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning
FlexLLM: A System for Co-Serving Large Language Model Inference and Parameter-Efficient Finetuning
Xupeng Miao
Gabriele Oliaro
Xinhao Cheng
Vineeth Kada
Ruohan Gao
...
April Yang
Yingcheng Wang
Mengdi Wu
Colin Unger
Zhihao Jia
MoE
94
9
0
29 Feb 2024
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction
Zekun Qi
Runpei Dong
Shaochen Zhang
Haoran Geng
Chunrui Han
Zheng Ge
Li Yi
Kaisheng Ma
41
51
0
27 Feb 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and
  Finetuning Method
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
Biao Zhang
Zhongtao Liu
Colin Cherry
Orhan Firat
LRM
63
126
0
27 Feb 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision
  Transformer
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer
Bowen Dong
Guanglei Yang
W. Zuo
Lei Zhang
54
1
0
26 Feb 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
Advancing Parameter Efficiency in Fine-tuning via Representation Editing
Muling Wu
Wenhao Liu
Xiaohua Wang
Tianlong Li
Changze Lv
Zixuan Ling
Jianhao Zhu
Cenyuan Zhang
Xiaoqing Zheng
Xuanjing Huang
22
19
0
23 Feb 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables
  Parameter-Efficient Transfer Learning
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning
Zhisheng Lin
Han Fu
Chenghao Liu
Zhuo Li
Jianling Sun
MoE
MoMe
33
5
0
23 Feb 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems
Ivan Sekulić
Silvia Terragni
Victor Guimaraes
Nghia Khau
Bruna Guedes
Modestas Filipavicius
A. Manso
Roland Mathis
46
5
0
20 Feb 2024
The Hidden Space of Transformer Language Adapters
The Hidden Space of Transformer Language Adapters
Jesujoba Oluwadara Alabi
Marius Mosbach
Matan Eyal
Dietrich Klakow
Mor Geva
56
7
1
20 Feb 2024
MoELoRA: Contrastive Learning Guided Mixture of Experts on
  Parameter-Efficient Fine-Tuning for Large Language Models
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models
Tongxu Luo
Jiahe Lei
Fangyu Lei
Weihao Liu
Shizhu He
Jun Zhao
Kang Liu
MoE
ALM
35
18
0
20 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A
  Cross-Field Perspective
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective
Jeng-Lin Li
Chih-Fan Hsu
Ming-Ching Chang
Wei-Chao Chen
OOD
44
2
0
20 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning
Zhihao Wen
Jie Zhang
Yuan Fang
MoE
34
3
0
19 Feb 2024
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via
  Infuser-Guided Knowledge Integration
InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
Fali Wang
Runxue Bao
Suhang Wang
Wenchao Yu
Yanchi Liu
Wei Cheng
Haifeng Chen
KELM
21
8
0
18 Feb 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate
  Speech into Large Language Models for Depression Detection
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
Xiangyu Zhang
Hexin Liu
Kaishuai Xu
Qiquan Zhang
Daijiao Liu
Beena Ahmed
Julien Epps
23
7
0
17 Feb 2024
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large
  Language Model Tuning
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
Hossein Rajabzadeh
Mojtaba Valipour
Tianshu Zhu
Marzieh S. Tahaei
Hyock Ju Kwon
Ali Ghodsi
Boxing Chen
Mehdi Rezagholizadeh
32
9
0
16 Feb 2024
Recovering the Pre-Fine-Tuning Weights of Generative Models
Recovering the Pre-Fine-Tuning Weights of Generative Models
Eliahu Horwitz
Jonathan Kahana
Yedid Hoshen
50
9
0
15 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models
Quantized Embedding Vectors for Controllable Diffusion Language Models
Cheng Kang
Xinye Chen
Yong Hu
Daniel Novak
31
0
0
15 Feb 2024
DoRA: Weight-Decomposed Low-Rank Adaptation
DoRA: Weight-Decomposed Low-Rank Adaptation
Shih-yang Liu
Chien-Yi Wang
Hongxu Yin
Pavlo Molchanov
Yu-Chiang Frank Wang
Kwang-Ting Cheng
Min-Hung Chen
32
342
0
14 Feb 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
Haotian Sun
Yuchen Zhuang
Wei Wei
Chao Zhang
Bo Dai
18
3
0
13 Feb 2024
Empowering Federated Learning for Massive Models with NVIDIA FLARE
Empowering Federated Learning for Massive Models with NVIDIA FLARE
Holger R. Roth
Ziyue Xu
Yuan-Ting Hsieh
Adithya Renduchintala
Isaac Yang
...
Camir Ricketts
Daguang Xu
Chester Chen
Yan Cheng
Andrew Feng
AI4CE
26
5
0
12 Feb 2024
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control
  Codes
LiFi: Lightweight Controlled Text Generation with Fine-Grained Control Codes
Chufan Shi
Deng Cai
Yujiu Yang
50
3
0
10 Feb 2024
Learning to Route Among Specialized Experts for Zero-Shot Generalization
Learning to Route Among Specialized Experts for Zero-Shot Generalization
Mohammed Muqeeth
Haokun Liu
Yufan Liu
Colin Raffel
MoMe
37
34
0
08 Feb 2024
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes
Lucio Dery
Steven Kolawole
Jean-Francois Kagey
Virginia Smith
Graham Neubig
Ameet Talwalkar
44
28
0
08 Feb 2024
Read to Play (R2-Play): Decision Transformer with Multimodal Game
  Instruction
Read to Play (R2-Play): Decision Transformer with Multimodal Game Instruction
Yonggang Jin
Ge Zhang
Hao Zhao
Tianyu Zheng
Jiawei Guo
Liuyu Xiang
Shawn Yue
Stephen W. Huang
Zhaofeng He
Jie Fu
OffRL
31
4
0
06 Feb 2024
Time-, Memory- and Parameter-Efficient Visual Adaptation
Time-, Memory- and Parameter-Efficient Visual Adaptation
Otniel-Bogdan Mercea
Alexey Gritsenko
Cordelia Schmid
Anurag Arnab
VLM
35
13
0
05 Feb 2024
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language
  Models
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models
Fei Yuan
Chang Ma
Shuai Yuan
Qiushi Sun
Lei Li
39
3
0
05 Feb 2024
On Catastrophic Inheritance of Large Foundation Models
On Catastrophic Inheritance of Large Foundation Models
Hao Chen
Bhiksha Raj
Xing Xie
Jindong Wang
AI4CE
56
12
0
02 Feb 2024
LoTR: Low Tensor Rank Weight Adaptation
LoTR: Low Tensor Rank Weight Adaptation
Daniel Bershatsky
Daria Cherniuk
Talgat Daulbaev
A. Mikhalev
Ivan V. Oseledets
57
7
0
02 Feb 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation?
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation?
Rheeya Uppaal
Yixuan Li
Junjie Hu
37
4
0
31 Jan 2024
X-PEFT: eXtremely Parameter-Efficient Fine-Tuning for Extreme
  Multi-Profile Scenarios
X-PEFT: eXtremely Parameter-Efficient Fine-Tuning for Extreme Multi-Profile Scenarios
Namju Kwak
Taesup Kim
MoE
23
0
0
29 Jan 2024
MM-LLMs: Recent Advances in MultiModal Large Language Models
MM-LLMs: Recent Advances in MultiModal Large Language Models
Duzhen Zhang
Yahan Yu
Jiahua Dong
Chenxing Li
Dan Su
Chenhui Chu
Dong Yu
OffRL
LRM
52
179
0
24 Jan 2024
Consistency Guided Knowledge Retrieval and Denoising in LLMs for
  Zero-shot Document-level Relation Triplet Extraction
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction
Qi Sun
Kun Huang
Xiaocui Yang
Rong Tong
Kun Zhang
Soujanya Poria
34
18
0
24 Jan 2024
APT: Adaptive Pruning and Tuning Pretrained Language Models for
  Efficient Training and Inference
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
Bowen Zhao
Hannaneh Hajishirzi
Qingqing Cao
29
17
0
22 Jan 2024
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation
Nadav Benedek
Lior Wolf
32
5
0
20 Jan 2024
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized
  Large Language Models
Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models
Zhengxin Zhang
Dan Zhao
Xupeng Miao
Gabriele Oliaro
Qing Li
Yong-jia Jiang
Zhihao Jia
MQ
46
7
0
13 Jan 2024
Chain of History: Learning and Forecasting with LLMs for Temporal
  Knowledge Graph Completion
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion
Ruilin Luo
Tianle Gu
Haoling Li
Junzhe Li
Zicheng Lin
Jiayi Li
Yujiu Yang
AI4CE
36
7
0
11 Jan 2024
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation
RoSA: Accurate Parameter-Efficient Fine-Tuning via Robust Adaptation
Mahdi Nikdan
Soroush Tabesh
Elvir Crnčević
Dan Alistarh
10
27
0
09 Jan 2024
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual
  Learning
Chain of LoRA: Efficient Fine-tuning of Language Models via Residual Learning
Wenhan Xia
Chengwei Qin
Elad Hazan
60
52
0
08 Jan 2024
Towards Integrated Fine-tuning and Inference when Generative AI meets
  Edge Intelligence
Towards Integrated Fine-tuning and Inference when Generative AI meets Edge Intelligence
Ning Chen
Zhipeng Cheng
Xuwei Fan
Xiaoyu Xia
Lianfen Huang
56
1
0
05 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model
Yiran Song
Qianyu Zhou
Hefei Ling
Deng-Ping Fan
Xuequan Lu
Lizhuang Ma
VLM
38
14
0
04 Jan 2024
PILoRA: Prototype Guided Incremental LoRA for Federated
  Class-Incremental Learning
PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning
Haiyang Guo
Fei Zhu
Wenzhuo Liu
Xu-Yao Zhang
Cheng-Lin Liu
CLL
35
6
0
04 Jan 2024
Cheetah: Natural Language Generation for 517 African Languages
Cheetah: Natural Language Generation for 517 African Languages
Ife Adebara
AbdelRahim Elmadany
Muhammad Abdul-Mageed
29
4
0
02 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language
  Models
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Terry Yue Zhuo
A. Zebaze
Nitchakarn Suppattarachai
Leandro von Werra
H. D. Vries
Qian Liu
Niklas Muennighoff
ALM
41
15
0
01 Jan 2024
Overview of the PromptCBLUE Shared Task in CHIP2023
Overview of the PromptCBLUE Shared Task in CHIP2023
Wei-wei Zhu
Xiaoling Wang
Mosha Chen
Buzhou Tang
LM&MA
ELM
39
7
0
29 Dec 2023
AdapterDistillation: Non-Destructive Task Composition with Knowledge
  Distillation
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation
Junjie Wang
Yicheng Chen
Wangshu Zhang
Sen Hu
Teng Xu
Jing Zheng
VLM
34
1
0
26 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on
  Software Engineering Tasks
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks
Wentao Zou
Qi Li
Jidong Ge
Chuanyi Li
Xiaoyu Shen
LiGuo Huang
Bin Luo
29
5
0
25 Dec 2023
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