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2304.04947
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Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
11 April 2023
Tao Lei
Junwen Bai
Siddhartha Brahma
Joshua Ainslie
Kenton Lee
Yanqi Zhou
Nan Du
Vincent Zhao
Yuexin Wu
Bo-wen Li
Yu Zhang
Ming-Wei Chang
BDL
AI4CE
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Papers citing
"Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference"
50 / 51 papers shown
Title
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors
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Lexuan Chen
Siyu Liao
Zhongfeng Wang
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01 May 2025
Adaptive Layer-skipping in Pre-trained LLMs
Xuan Luo
Weizhi Wang
Xifeng Yan
137
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31 Mar 2025
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution
Cansu Korkmaz
Nancy Mehta
Radu Timofte
64
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0
10 Mar 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View
Yiyang Liu
James Liang
Ruixiang Tang
Yugyung Lee
Majid Rabbani
...
Raghuveer M. Rao
Lifu Huang
Dongfang Liu
Qifan Wang
Cheng Han
129
0
0
02 Mar 2025
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models
Yupeng Chang
Yi-Ju Chang
Yuan Wu
AI4CE
ALM
89
0
0
24 Feb 2025
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval
Weihang Zhang
Jihao Li
Shuoke Li
Ziqing Niu
Jialiang Chen
Wenkai Zhang
VLM
44
0
0
18 Jan 2025
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
87
2
0
18 Dec 2024
Bayesian-guided Label Mapping for Visual Reprogramming
C. Cai
Zesheng Ye
Lei Feng
Jianzhong Qi
Feng Liu
34
2
0
31 Oct 2024
AdaptGCD: Multi-Expert Adapter Tuning for Generalized Category Discovery
Yuxun Qu
Yongqiang Tang
Chenyang Zhang
Wensheng Zhang
28
0
0
29 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies
L. Wang
Sheng Chen
Linnan Jiang
Shu Pan
Runze Cai
Sen Yang
Fei Yang
49
3
0
24 Oct 2024
LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning
Yiming Shi
Jiwei Wei
Yujia Wu
Ran Ran
Chengwei Sun
Shiyuan He
Yang Yang
ALM
35
1
0
17 Oct 2024
Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Models
Kai Yao
P. Gao
Lichun Li
Yuan Zhao
Xiaofeng Wang
W. Wang
Jianke Zhu
24
1
0
15 Oct 2024
Skipping Computations in Multimodal LLMs
Mustafa Shukor
Matthieu Cord
24
2
0
12 Oct 2024
SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture
Jiayi Han
Liang Du
Hongwei Du
Xiangguo Zhou
Yiwen Wu
Weibo Zheng
Donghong Han
CLL
MoMe
MoE
38
2
0
10 Oct 2024
On Unsupervised Prompt Learning for Classification with Black-box Language Models
Zhen-Yu Zhang
Jiandong Zhang
Huaxiu Yao
Gang Niu
Masashi Sugiyama
21
2
0
04 Oct 2024
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection
T. Chen
Zhentao Tan
Tao Gong
Yue Wu
Qi Chu
Bin Liu
Jieping Ye
Nenghai Yu
KELM
52
3
0
03 Oct 2024
EC-DIT: Scaling Diffusion Transformers with Adaptive Expert-Choice Routing
Haotian Sun
Tao Lei
Bowen Zhang
Yanghao Li
Haoshuo Huang
Ruoming Pang
Bo Dai
Nan Du
DiffM
MoE
75
5
0
02 Oct 2024
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
34
0
23 Sep 2024
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
Hayeon Jo
Hyesong Choi
Minhee Cho
Dongbo Min
34
1
0
04 Sep 2024
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
37
2
0
18 Aug 2024
Dynamic Adaptive Optimization for Effective Sentiment Analysis Fine-Tuning on Large Language Models
Hongcheng Ding
Xuanze Zhao
Shamsul Nahar Abdullah
Deshinta Arrova Dewi
Zixiao Jiang
18
2
0
15 Aug 2024
CROME: Cross-Modal Adapters for Efficient Multimodal LLM
Sayna Ebrahimi
Sercan Ö. Arik
Tejas Nama
Tomas Pfister
44
1
0
13 Aug 2024
Apple Intelligence Foundation Language Models
Tom Gunter
Zirui Wang
Chong-Jun Wang
Ruoming Pang
Andy Narayanan
...
Xinwen Liu
Yang Zhao
Yin Xia
Zhile Ren
Zhongzheng Ren
35
32
0
29 Jul 2024
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
Zhuocheng Gong
Ang Lv
Jian-Yu Guan
Junxi Yan
Wei Yu Wu
Huishuai Zhang
Minlie Huang
Dongyan Zhao
Rui Yan
MoE
50
6
0
09 Jul 2024
Sparser is Faster and Less is More: Efficient Sparse Attention for Long-Range Transformers
Chao Lou
Zixia Jia
Zilong Zheng
Kewei Tu
ODL
31
18
0
24 Jun 2024
ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation
Yurun Song
Junchen Zhao
Ian G. Harris
S. Jyothi
32
3
0
16 Jun 2024
Mixture-of-Subspaces in Low-Rank Adaptation
Taiqiang Wu
Jiahao Wang
Zhe Zhao
Ngai Wong
43
21
0
16 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
Yibo Yang
Xiaojie Li
Zhongzhu Zhou
S. Song
Jianlong Wu
Liqiang Nie
Bernard Ghanem
45
6
0
07 Jun 2024
Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision
Minglei Li
Peng Ye
Yongqi Huang
Lin Zhang
Tao Chen
Tong He
Jiayuan Fan
Wanli Ouyang
MoE
32
4
0
05 Jun 2024
SUBLLM: A Novel Efficient Architecture with Token Sequence Subsampling for LLM
Quandong Wang
Yuxuan Yuan
Xiaoyu Yang
Ruike Zhang
Kang Zhao
Wei Liu
Jian Luan
Daniel Povey
Bin Wang
43
0
0
03 Jun 2024
Spectral Adapter: Fine-Tuning in Spectral Space
Fangzhao Zhang
Mert Pilanci
39
8
0
22 May 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
Dongqi Pu
Vera Demberg
38
5
0
01 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review
M. Jovanovic
Peter Voss
ELM
CLL
KELM
34
5
0
28 Apr 2024
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Fanxu Meng
Zhaohui Wang
Muhan Zhang
VLM
64
68
0
03 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
144
308
0
21 Mar 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation
Wangbo Zhao
Jiasheng Tang
Yizeng Han
Yibing Song
Kai Wang
Gao Huang
F. Wang
Yang You
37
11
0
18 Mar 2024
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks
Tingyu Qu
Tinne Tuytelaars
Marie-Francine Moens
MoE
33
2
0
14 Mar 2024
Efficient Stagewise Pretraining via Progressive Subnetworks
Abhishek Panigrahi
Nikunj Saunshi
Kaifeng Lyu
Sobhan Miryoosefi
Sashank J. Reddi
Satyen Kale
Sanjiv Kumar
35
5
0
08 Feb 2024
Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment
Lingling Xu
Haoran Xie
S. J. Qin
Xiaohui Tao
F. Wang
46
132
0
19 Dec 2023
Learning to Skip for Language Modeling
Dewen Zeng
Nan Du
Tao Wang
Yuanzhong Xu
Tao Lei
Zhifeng Chen
Claire Cui
25
11
0
26 Nov 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
Clifton A. Poth
Hannah Sterz
Indraneil Paul
Sukannya Purkayastha
Leon Arne Engländer
Timo Imhof
Ivan Vulić
Sebastian Ruder
Iryna Gurevych
Jonas Pfeiffer
30
45
0
18 Nov 2023
Towards Robust and Efficient Continual Language Learning
Adam Fisch
Amal Rannen-Triki
Razvan Pascanu
J. Bornschein
Angeliki Lazaridou
E. Gribovskaya
MarcÁurelio Ranzato
CLL
24
1
0
11 Jul 2023
Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling
Y. Zhu
Xuebing Yang
Yuanyuan Wu
Wensheng Zhang
MedIm
18
2
0
15 May 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation
Joshua Ainslie
Tao Lei
Michiel de Jong
Santiago Ontañón
Siddhartha Brahma
...
Mandy Guo
James Lee-Thorp
Yi Tay
Yun-hsuan Sung
Sumit Sanghai
LLMAG
31
63
0
17 Mar 2023
Exploring The Landscape of Distributional Robustness for Question Answering Models
Anas Awadalla
Mitchell Wortsman
Gabriel Ilharco
Sewon Min
Ian H. Magnusson
Hannaneh Hajishirzi
Ludwig Schmidt
ELM
OOD
KELM
70
19
0
22 Oct 2022
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
Kenton Lee
Mandar Joshi
Iulia Turc
Hexiang Hu
Fangyu Liu
Julian Martin Eisenschlos
Urvashi Khandelwal
Peter Shaw
Ming-Wei Chang
Kristina Toutanova
CLIP
VLM
158
263
0
07 Oct 2022
Transformer Quality in Linear Time
Weizhe Hua
Zihang Dai
Hanxiao Liu
Quoc V. Le
73
222
0
21 Feb 2022
Mixture-of-Experts with Expert Choice Routing
Yan-Quan Zhou
Tao Lei
Han-Chu Liu
Nan Du
Yanping Huang
Vincent Zhao
Andrew M. Dai
Zhifeng Chen
Quoc V. Le
James Laudon
MoE
160
327
0
18 Feb 2022
Primer: Searching for Efficient Transformers for Language Modeling
David R. So
Wojciech Mañke
Hanxiao Liu
Zihang Dai
Noam M. Shazeer
Quoc V. Le
VLM
85
152
0
17 Sep 2021
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning
Bryan Wang
Gang Li
Xin Zhou
Zhourong Chen
Tovi Grossman
Yang Li
164
152
0
07 Aug 2021
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