Learning multiple visual domains with residual adapters

22 May 2017

Sylvestre-Alvise Rebuffi

Hakan Bilen

Andrea Vedaldi

OOD

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Papers citing "Learning multiple visual domains with residual adapters"

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Title
Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models Songlin Dong Chenhao Ding Jiangyang Li Jizhou Han Qiang Wang Yuhang He Yihong Gong CLL VLM 35 0 0 12 May 2025
Token Coordinated Prompt Attention is Needed for Visual Prompting Zichen Liu Xu Zou Gang Hua Jiahuan Zhou 36 0 0 05 May 2025
Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer Enming Zhang Liwen Cao Yanru Wu Zijie Zhao Guan Wang Yang Li 49 0 0 09 Apr 2025
Towards Symmetric Low-Rank Adapters Tales Panoutsos Rodrygo L. T. Santos Flavio Figueiredo 28 0 0 29 Mar 2025
Efficient Jailbreaking of Large Models by Freeze Training: Lower Layers Exhibit Greater Sensitivity to Harmful Content Hongyuan Shen Min Zheng Jincheng Wang Yang Zhao 42 0 0 28 Feb 2025
A Domain Adaptation Framework for Speech Recognition Systems with Only Synthetic data Minh Tran Yutong Pang Debjyoti Paul Laxmi Pandey Kevin Jiang Jinxi Guo Ke Li Shun Zhang X. Zhang Xin Lei AI4CE 36 0 0 21 Jan 2025
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark Xiaopeng Li Jingtong Gao Pengyue Jia Xiangyu Zhao Yichao Wang ... Y. Wang Yuhao Wang Xiangyu Zhao Huifeng Guo Ruiming Tang 57 1 0 17 Jan 2025
GaLore $+$ : Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection Xutao Liao Shaohui Li Yuhui Xu Zhi Li Y. Liu You He VLM 59 2 0 31 Dec 2024
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization Weiyun Wang Zhe Chen Wenhai Wang Yue Cao Yangzhou Liu ... Jinguo Zhu X. Zhu Lewei Lu Yu Qiao Jifeng Dai LRM 62 46 1 15 Nov 2024
Self-Masking Networks for Unsupervised Adaptation Alfonso Taboada Warmerdam Mathilde Caron Yuki M. Asano 43 1 0 11 Sep 2024
Multi-Modal Adapter for Vision-Language Models Dominykas Seputis Serghei Mihailov Soham Chatterjee Zehao Xiao VLM 28 1 0 03 Sep 2024
CROME: Cross-Modal Adapters for Efficient Multimodal LLM Sayna Ebrahimi Sercan Ö. Arik Tejas Nama Tomas Pfister 44 1 0 13 Aug 2024
FabGPT: An Efficient Large Multimodal Model for Complex Wafer Defect Knowledge Queries Yuqi Jiang Xudong Lu Qian Jin Qi Sun Hanming Wu Cheng Zhuo 36 5 0 15 Jul 2024
HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning Liyuan Wang Jingyi Xie Xingxing Zhang Hang Su Jun Zhu CLL 47 4 0 07 Jul 2024
Hypernetworks for Personalizing ASR to Atypical Speech Max Müller-Eberstein Dianna Yee Karren D. Yang G. Mantena Colin S. Lea 33 0 0 06 Jun 2024
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models Yutao Zhu Zhaoheng Huang Zhicheng Dou Ji-Rong Wen RALM 56 5 0 30 May 2024
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration Mingrui Ma Yu Yang LM&MA 34 2 0 29 May 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 42 4 0 24 Apr 2024
ColA: Collaborative Adaptation with Gradient Learning Enmao Diao Qi Le Suya Wu Xinran Wang Ali Anwar Jie Ding Vahid Tarokh 24 1 0 22 Apr 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej Mazurowski MedIm VLM 80 12 0 15 Apr 2024
Is Synthetic Image Useful for Transfer Learning? An Investigation into Data Generation, Volume, and Utilization Yuhang Li Xin Dong Chen Chen Jingtao Li Yuxin Wen Michael Spranger Lingjuan Lyu DiffM 30 4 0 28 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 23 9 0 06 Mar 2024
Exploration of Adapter for Noise Robust Automatic Speech Recognition Hao Shi Tatsuya Kawahara 35 5 0 28 Feb 2024
ISCUTE: Instance Segmentation of Cables Using Text Embedding Shir Kozlovsky O. Joglekar Dotan Di Castro 32 2 0 19 Feb 2024
Few and Fewer: Learning Better from Few Examples Using Fewer Base Classes Raphael Lafargue Yassir Bendou Bastien Pasdeloup J. Diguet Ian Reid Vincent Gripon Jack Valmadre 21 0 0 29 Jan 2024
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 26 7 0 11 Jan 2024
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 24 5 0 25 Dec 2023
Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Kyra Ahrens Hans Hergen Lehmann Jae Hee Lee Stefan Wermter CLL 35 7 0 13 Dec 2023
Diversified in-domain synthesis with efficient fine-tuning for few-shot classification Victor G. Turrisi da Costa Nicola Dall’Asen Yiming Wang N. Sebe Elisa Ricci 38 3 0 05 Dec 2023
Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization Alexandra Chronopoulou Jonas Pfeiffer Joshua Maynez Xinyi Wang Sebastian Ruder Priyanka Agrawal MoMe 24 14 0 15 Nov 2023
FedPEAT: Convergence of Federated Learning, Parameter-Efficient Fine Tuning, and Emulator Assisted Tuning for Artificial Intelligence Foundation Models with Mobile Edge Computing Terence Jie Chua Wen-li Yu Junfeng Zhao Kwok-Yan Lam FedML 24 5 0 26 Oct 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search Yingying Gao Shilei Zhang Zihao Cui Chao Deng Junlan Feng 15 0 0 23 Oct 2023
Towards a General Framework for Continual Learning with Pre-training Liyuan Wang Jingyi Xie Xingxing Zhang Hang Su Jun Zhu CLL 29 3 0 21 Oct 2023
A Recent Survey of Heterogeneous Transfer Learning Runxue Bao Yiming Sun Yuhe Gao Jindong Wang Qiang Yang Zhi-Hong Mao Ye Ye 22 4 0 12 Oct 2023
AdaMesh: Personalized Facial Expressions and Head Poses for Adaptive Speech-Driven 3D Facial Animation Liyang Chen Weihong Bao Shunwei Lei Boshi Tang Zhiyong Wu Shiyin Kang Haozhi Huang Helen M. Meng 35 1 0 11 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 28 0 0 10 Oct 2023
NOLA: Compressing LoRA using Linear Combination of Random Basis Soroush Abbasi Koohpayegani K. Navaneet Parsa Nooralinejad Soheil Kolouri Hamed Pirsiavash 40 12 0 04 Oct 2023
Learning to Drive Anywhere Ruizhao Zhu Peng Huang Eshed Ohn-Bar Venkatesh Saligrama 42 6 0 21 Sep 2023
Measuring Catastrophic Forgetting in Cross-Lingual Transfer Paradigms: Exploring Tuning Strategies Boshko Koloski Blaž Škrlj Marko Robnik-Šikonja Senja Pollak CLL 19 2 0 12 Sep 2023
IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning Feiyu F. Zhang Liangzhi Li Jun-Cheng Chen Zhouqian Jiang Bowen Wang Yiming Qian 43 32 0 23 Aug 2023
On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers Thomas De Min Massimiliano Mancini Alahari Karteek Xavier Alameda-Pineda Elisa Ricci CLL 21 9 0 18 Aug 2023
KIT's Multilingual Speech Translation System for IWSLT 2023 Danni Liu Thai-Binh Nguyen Sai Koneru Enes Yavuz Ugan Ngoc-Quan Pham Tuan-Nam Nguyen Tu Anh Dinh Carlos Mullov A. Waibel J. Niehues 18 6 0 08 Jun 2023
Adaptive Fake Audio Detection with Low-Rank Model Squeezing Xiaohui Zhang Jiangyan Yi J. Tao Chenlong Wang Le Xu Ruibo Fu 26 6 0 08 Jun 2023
AdapterEM: Pre-trained Language Model Adaptation for Generalized Entity Matching using Adapter-tuning John Bosco Mugeni S. Lynden Toshiyuki Amagasa Akiyoshi Matono 18 2 0 30 May 2023
Lightweight Learner for Shared Knowledge Lifelong Learning Yunhao Ge Yuecheng Li Di Wu Ao Xu Adam M. Jones ... Gozde Sahin Shuo Ni Kiran Lekkala S. Sontakke Laurent Itti CLL 19 10 0 24 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Y. Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 32 2 0 23 May 2023
VLAB: Enhancing Video Language Pre-training by Feature Adapting and Blending Xingjian He Sihan Chen Fan Ma Zhicheng Huang Xiaojie Jin Zikang Liu Dongmei Fu Yi Yang J. Liu Jiashi Feng VLM CLIP 18 17 0 22 May 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 20 9 0 22 May 2023
Differentially Private Adapters for Parameter Efficient Acoustic Modeling Chun-Wei Ho Chao-Han Huck Yang Sabato Marco Siniscalchi 18 1 0 19 May 2023
Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity Raman Dutt Linus Ericsson Pedro Sanchez Sotirios A. Tsaftaris Timothy M. Hospedales MedIm 22 50 0 14 May 2023