v1v2v3 (latest)

AdapterFusion: Non-Destructive Task Composition for Transfer Learning

1 May 2020

Papers citing "AdapterFusion: Non-Destructive Task Composition for Transfer Learning"

50 / 553 papers shown

Title
Video-Guided Text-to-Music Generation Using Public Domain Movie Collections Haven Kim Cheng-i Wang Weihan Xu Julian McAuley Hao-Wen Dong VGen 71 0 0 01 Jul 2025
Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps Jiashun Cheng Aochuan Chen Nuo Chen Ziqi Gao Yuhan Li Jia Li Fugee Tsung 27 0 0 20 Jun 2025
Retrospective Memory for Camouflaged Object Detection Chenxi Zhang Jiayun Wu Qing Zhang Yazhe Zhai Youwei Pang 19 0 0 18 Jun 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Yibo Yang Sihao Liu Chuan Rao Bang An Tiancheng Shen Philip Torr Ming-Hsuan Yang Bernard Ghanem 37 0 0 16 Jun 2025
Attention, Please! Revisiting Attentive Probing for Masked Image Modeling Bill Psomas Dionysis Christopoulos Eirini Baltzi Ioannis Kakogeorgiou Tilemachos Aravanis N. Komodakis Konstantinos Karantzalos Yannis Avrithis Giorgos Tolias 72 0 0 11 Jun 2025
PrunePEFT: Iterative Hybrid Pruning for Parameter-Efficient Fine-tuning of LLMs Tongzhou Yu Zhuhao Zhang Guanghui Zhu Shen Jiang Meikang Qiu Yihua Huang 45 0 0 09 Jun 2025
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning Yuheng Lei Sitong Mao Shunbo Zhou Hongyuan Zhang Xuelong Li Ping Luo CLL 48 0 0 06 Jun 2025
TALL -- A Trainable Architecture for Enhancing LLM Performance in Low-Resource Languages Moshe Ofer Orel Zamler Amos Azaria 111 0 0 05 Jun 2025
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation Sohyun Lee Yeho Kwon Lukas Hoyer Suha Kwak 83 0 0 03 Jun 2025
PFMBench: Protein Foundation Model Benchmark Zhangyang Gao Hao Wang Cheng Tan Chenrui Xu Mengdi Liu Bozhen Hu Linlin Chao Xiaoming Zhang Stan Z. Li 27 0 0 01 Jun 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 68 0 0 29 May 2025
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA Minrui Luo Fuhang Kuang Yu Wang Zirui Liu Tianxing He CLL 71 0 0 29 May 2025
MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 33 0 0 29 May 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 41 1 0 28 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 59 0 0 28 May 2025
LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning Nurbek Tastan Stefanos Laskaridis Martin Takáč Karthik Nandakumar Samuel Horváth AI4CE 89 0 0 27 May 2025
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation Yiding Wang Fauxu meng Xuefeng Zhang Fan Jiang Pingzhi Tang Muhan Zhang 50 0 0 24 May 2025
ThanoRA: Task Heterogeneity-Aware Multi-Task Low-Rank Adaptation Jian Liang Wenke Huang Xianda Guo Guancheng Wan Bo Du Mang Ye MoMe MoE 78 0 0 24 May 2025
COLORA: Efficient Fine-Tuning for Convolutional Models with a Study Case on Optical Coherence Tomography Image Classification M. Rivera A. Hoyos 140 0 0 23 May 2025
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs Lucas Bandarkar Nanyun Peng MoMe LRM 56 0 0 23 May 2025
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer Sona Elza Simon Preethi Jyothi VLM 82 0 0 21 May 2025
AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections Xin Yu Yujia Wang Jinghui Chen Lingzhou Xue 104 0 0 18 May 2025
Memory-Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation Fei Wu Jia Hu Geyong Min Shiqiang Wang 116 0 0 16 May 2025
HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models Zheng Lin Yuxin Zhang Zhe Chen Zihan Fang Xianhao Chen Praneeth Vepakomma Wei Ni Jun Luo Yue Gao MoE 94 4 0 05 May 2025
What Causes Knowledge Loss in Multilingual Language Models? Maria Khelli Samuel Cahyawijaya Ayu Purwarianti Genta Indra Winata CLL 126 0 0 29 Apr 2025
TT-LoRA MoE: Unifying Parameter-Efficient Fine-Tuning and Sparse Mixture-of-Experts Pradip Kunwar Minh Vu Maanak Gupta Mahmoud Abdelsalam Manish Bhattarai MoE MoMe 449 0 0 29 Apr 2025
E-InMeMo: Enhanced Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Hong Liu Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 177 0 0 25 Apr 2025
Efficient Knowledge Transfer in Multi-Task Learning through Task-Adaptive Low-Rank Representation Xiao Zhang Kangsheng Wang Tianyu Hu Huimin Ma 122 3 0 20 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 90 0 0 18 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 111 4 0 10 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 212 0 0 07 Apr 2025
MASS: MoErging through Adaptive Subspace Selection Donato Crisostomi Alessandro Zirilli Antonio Andrea Gargiulo Maria Sofia Bucarelli Simone Scardapane Fabrizio Silvestri Iacopo Masi Emanuele Rodolà MoMe 104 0 0 06 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 286 0 0 03 Apr 2025
Enhancing Multi-modal Models with Heterogeneous MoE Adapters for Fine-tuning Sashuai Zhou Hai Huang Yan Xia MoMe MoE 134 0 0 26 Mar 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction Kwonyoung Kim Jungin Park Jin-Hwa Kim Hyeongjun Kwon Kwanghoon Sohn 143 1 0 26 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 90 1 0 25 Mar 2025
Efficient Model Development through Fine-tuning Transfer Pin-Jie Lin Rishab Balasubramanian Fengyuan Liu Nikhil Kandpal Tu Vu 196 2 0 25 Mar 2025
Coeff-Tuning: A Graph Filter Subspace View for Tuning Attention-Based Large Models Zichen Miao Wei Chen Qiang Qiu 149 2 0 24 Mar 2025
DeLoRA: Decoupling Angles and Strength in Low-rank Adaptation Massimo Bini Leander Girrbach Zeynep Akata 230 1 0 23 Mar 2025
ExpertRAG: Efficient RAG with Mixture of Experts -- Optimizing Context Retrieval for Adaptive LLM Responses Esmail Gumaan MoE 88 0 0 23 Mar 2025
Serial Low-rank Adaptation of Vision Transformer Houqiang Zhong Shaocheng Shen Ke Cai Zhenglong Wu Jiangchao Yao Yuan Cheng Xuefei Li Xiaoyun Zhang Li Song Qiang Hu 54 2 0 22 Mar 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Yumin Zhang Yan Gao Haoran Duan Hanqing Guo Tejal Shah R. Ranjan Bo Wei FedML 118 0 0 19 Mar 2025
Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices Ziyi Wang Yexiao He Zheyu Shen Yu Li Guoheng Sun Myungjin Lee Ang Li 89 0 0 19 Mar 2025
Plausibility Vaccine: Injecting LLM Knowledge for Event Plausibility Jacob Chmura Jonah Dauvet Sebastian Sabry 88 0 0 16 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 151 2 0 14 Mar 2025
Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs Umberto Cappellazzo Minsu Kim Stavros Petridis 113 1 0 09 Mar 2025
Quantum-PEFT: Ultra parameter-efficient fine-tuning Toshiaki Koike-Akino F. Tonin Yongtao Wu Frank Zhengqing Wu Leyla Naz Candogan Volkan Cevher MQ 229 5 0 07 Mar 2025
Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace Jia-Chen Zhang Yu-Jie Xiong Chun-Ming Xia Dong-Hai Zhu Xi-He Qiu 115 4 0 03 Mar 2025
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment Chenghao Fan Zhenyi Lu Sichen Liu Xiaoye Qu Xiaoye Qu Wei Wei Yu Cheng MoE 535 1 0 24 Feb 2025
Dynamic Low-Rank Sparse Adaptation for Large Language Models Weizhong Huang Yuxin Zhang Xiawu Zheng Yang Liu Jing Lin Yiwu Yao Rongrong Ji 232 2 0 21 Feb 2025