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
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 167 3 0 11 Feb 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Andy D. Pimentel Anuj Pathania 126 1 0 08 Feb 2025
Memory-Efficient Fine-Tuning of Transformers via Token Selection Antoine Simoulin Namyong Park Xiaoyi Liu Grey Yang 205 1 0 31 Jan 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models Yibin Wang Haizhou Shi Ligong Han Dimitris N. Metaxas Hao Wang BDL UQLM 243 13 0 28 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 247 12 0 23 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 69 0 0 12 Jan 2025
GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning Zhe-Rui Yang Jindong Han Chang-Dong Wang Hao Liu OffRL 136 1 0 08 Jan 2025
Learning to Adapt to Low-Resource Paraphrase Generation Zhigen Li Yanmeng Wang Rizhao Fan Ye Wang Jianfeng Li Shaojun Wang 174 4 0 22 Dec 2024
Parameter-efficient Fine-tuning for improved Convolutional Baseline for Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset Bijay Adhikari Pratibha Kulung Jakesh Bohaju Laxmi Kanta Poudel Confidence Raymond Dong Zhang U. Anazodo Bishesh Khanal M. Shakya 121 1 0 18 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 140 1 0 18 Dec 2024
FineGates: LLMs Finetuning with Compression using Stochastic Gates Jonathan Svirsky Yehonathan Refael Ofir Lindenbaum 130 1 0 17 Dec 2024
UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer Delong Liu Zhaohui Hou Mingjie Zhan Shihao Han Zhicheng Zhao Fei Su VGen 118 0 0 12 Dec 2024
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models Fan Wang Juyong Jiang Chansung Park Sunghun Kim Jing Tang 205 2 0 08 Dec 2024
Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning Kaustubh Ponkshe Raghav Singhal Eduard A. Gorbunov Alexey Tumanov Samuel Horváth Praneeth Vepakomma 284 7 0 29 Nov 2024
Enhancing Parameter-Efficient Fine-Tuning of Vision Transformers through Frequency-Based Adaptation S. Ly Hien Nguyen 131 1 0 28 Nov 2024
Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey Alexander Fichtl Juraj Vladika Georg Groh KELM 138 1 0 25 Nov 2024
A Practical Guide to Fine-tuning Language Models with Limited Data Márton Szép Daniel Rueckert Rüdiger von Eisenhart-Rothe Florian Hinterwimmer SyDa ALM 135 2 0 14 Nov 2024
On Active Privacy Auditing in Supervised Fine-tuning for White-Box Language Models Qian Sun Hanpeng Wu Xi Sheryl Zhang 79 0 0 11 Nov 2024
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Ayan Sengupta Vaibhav Seth Arinjay Pathak Natraj Raman Sriram Gopalakrishnan Tanmoy Chakraborty BDL 85 2 0 07 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 109 0 0 04 Nov 2024
Pin-Tuning: Parameter-Efficient In-Context Tuning for Few-Shot Molecular Property Prediction Liang Wang Qiang Liu Shaozhen Liu Xin Sun Shu Wu Liang Wang 116 2 0 02 Nov 2024
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention Lianjun Liu 70 0 0 01 Nov 2024
GeoLoRA: Geometric integration for parameter efficient fine-tuning Steffen Schotthöfer Emanuele Zangrando Gianluca Ceruti Francesco Tudisco J. Kusch AI4CE 38 2 0 24 Oct 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 197 7 0 24 Oct 2024
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning Jingfan Zhang Yi Zhao Dan Chen Xing Tian Huanran Zheng Wei Zhu MoE 134 17 0 23 Oct 2024
LoRA-C: Parameter-Efficient Fine-Tuning of Robust CNN for IoT Devices Chuntao Ding Xu Cao Jianhang Xie Linlin Fan Shangguang Wang Zhichao Lu 89 2 0 22 Oct 2024
Towards Real Zero-Shot Camouflaged Object Segmentation without Camouflaged Annotations Cheng Lei Jie Fan Xinran Li Tianzhu Xiang Ao Li Ce Zhu Le Zhang 74 0 0 22 Oct 2024
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation Minhua Lin Zhe Chen Yanchi Liu Xujiang Zhao Zongyu Wu Junxiang Wang Xiang Zhang Suhang Wang Haifeng Chen AI4TS 127 11 0 22 Oct 2024
Conflict-Aware Adversarial Training Zhiyu Xue Haohan Wang Yao Qin Ramtin Pedarsani AAML 70 0 0 21 Oct 2024
Towards Optimal Adapter Placement for Efficient Transfer Learning Aleksandra I. Nowak Otniel-Bogdan Mercea Anurag Arnab Jonas Pfeiffer Yann N. Dauphin Utku Evci 84 1 0 21 Oct 2024
CCSBench: Evaluating Compositional Controllability in LLMs for Scientific Document Summarization Yixi Ding Jiaying Wu Tongyao Zhu Yanxia Qin Qian Liu Min-Yen Kan CoGe 41 0 0 16 Oct 2024
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Yaming Yang Dilxat Muhtar Yelong Shen Yuefeng Zhan Jianfeng Liu ... Denvy Deng Feng Sun Qi Zhang Weizhu Chen Yunhai Tong MoE MoMe 151 4 0 12 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Haoyang Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 116 5 0 11 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 94 4 0 10 Oct 2024
Parameter-Efficient Fine-Tuning via Selective Discrete Cosine Transform Yixian Shen Qi Bi Jia-Hong Huang Hongyi Zhu Anuj Pathania 74 1 0 09 Oct 2024
Detecting Bias and Enhancing Diagnostic Accuracy in Large Language Models for Healthcare Pardis Sadat Zahraei Zahra Shakeri LM&MA 61 0 0 09 Oct 2024
Glider: Global and Local Instruction-Driven Expert Router Pingzhi Li Prateek Yadav Jaehong Yoon Jie Peng Yi-Lin Sung Joey Tianyi Zhou Tianlong Chen MoMe MoE 96 2 0 09 Oct 2024
LoRTA: Low Rank Tensor Adaptation of Large Language Models Ignacio Hounie Charilaos I. Kanatsoulis Arnuv Tandon Alejandro Ribeiro 187 0 0 05 Oct 2024
Function-Guided Conditional Generation Using Protein Language Models with Adapters Jason Yang Aadyot Bhatnagar Jeffrey A. Ruffolo Ali Madani 82 5 0 04 Oct 2024
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection Tianrun Chen Zhentao Tan Tao Gong Yue Wu Qi Chu Bin Liu Jieping Ye Nenghai Yu KELM 85 4 0 03 Oct 2024
Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models Philipp Mondorf Sondre Wold Yun Xue 232 1 0 02 Oct 2024
Pear: Pruning and Sharing Adapters in Visual Parameter-Efficient Fine-Tuning Yibo Zhong Yao Zhou 44 0 0 29 Sep 2024
Unlabeled Debiasing in Downstream Tasks via Class-wise Low Variance Regularization Shahed Masoudian Markus Frohmann Navid Rekabsaz Markus Schedl 82 2 0 29 Sep 2024
Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach Dongyue Li Ziniu Zhang Lu Wang Hongyang R. Zhang 105 1 0 28 Sep 2024
PEDRO: Parameter-Efficient Fine-tuning with Prompt DEpenDent Representation MOdification Tianfang Xie Tianjing Li Wei Zhu Wei Han Yi Zhao 87 5 0 26 Sep 2024
Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition Zheda Mai Ping Zhang Cheng-Hao Tu Hong-You Chen Li Zhang Wei-Lun Chao 67 1 0 24 Sep 2024
HUT: A More Computation Efficient Fine-Tuning Method With Hadamard Updated Transformation Geyuan Zhang Xiaofei Zhou Chuheng Chen 38 0 0 20 Sep 2024
CLIP Adaptation by Intra-modal Overlap Reduction A. Kravets V. Namboodiri VLM 64 0 0 17 Sep 2024
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2 Xinrun Chen Chengliang Wang Haojian Ning Mengzhan Zhang Mei Shen Shiying Li 61 2 0 14 Sep 2024
FLoRA: Federated Fine-Tuning Large Language Models with Heterogeneous Low-Rank Adaptations Ziyao Wang Zheyu Shen Yexiao He Guoheng Sun Hongyi Wang Lingjuan Lyu Ang Li 93 49 0 09 Sep 2024