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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 189 87 0 18 Mar 2024
Continual Forgetting for Pre-trained Vision Models Hongbo Zhao Bolin Ni Haochen Wang Junsong Fan Fei Zhu Yuxi Wang Yuntao Chen Gaofeng Meng Zhaoxiang Zhang MU VLM 136 13 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 69 5 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 152 0 0 18 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 83 1 0 17 Mar 2024
Controllable Relation Disentanglement for Few-Shot Class-Incremental Learning Yuanen Zhou Richang Hong Yanrong Guo Lin Liu Shijie Hao Hanwang Zhang 109 0 0 17 Mar 2024
Function-space Parameterization of Neural Networks for Sequential Learning Aidan Scannell Riccardo Mereu Paul E. Chang Ella Tamir Joni Pajarinen Arno Solin BDL 92 5 0 16 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 66 0 0 16 Mar 2024
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Yukun Li Guansong Pang Wei Suo Chenchen Jing Yuling Xi Lingqiao Liu Hao Chen Guoqiang Liang Peng Wang CLL VLM 81 8 0 15 Mar 2024
Regularization-Based Efficient Continual Learning in Deep State-Space Models Yuanhang Zhang Zhidi Lin Yiyong Sun Feng Yin Carsten Fritsche CLL 63 2 0 15 Mar 2024
Lifelong Person Re-Identification with Backward-Compatibility Minyoung Oh Jae-Young Sim 74 2 0 15 Mar 2024
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Chenxi Liu Zhenyi Wang Tianyi Xiong Ruibo Chen Yihan Wu Junfeng Guo Heng-Chiao Huang CLL 90 9 0 14 Mar 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training Yanlai Yang Matt Jones Michael C. Mozer Mengye Ren 103 2 0 14 Mar 2024
Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models Yu-Chu Yu Chi-Pin Huang Jr-Jen Chen Kai-Po Chang Yung-Hsuan Lai Fu-En Yang Yu-Chiang Frank Wang CLL VLM 97 9 0 14 Mar 2024
Hyperparameters in Continual Learning: A Reality Check Sungmin Cha Kyunghyun Cho CLL 144 6 0 14 Mar 2024
DAM: Dynamic Adapter Merging for Continual Video QA Learning Feng Cheng Ziyang Wang Yi-Lin Sung Yan-Bo Lin Mohit Bansal Gedas Bertasius CLL MoMe 90 11 0 13 Mar 2024
Consistent Prompting for Rehearsal-Free Continual Learning Zhanxin Gao Jun Cen Xiaobin Chang VLM CLL 82 29 0 13 Mar 2024
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model Cheng Chen Sitong Su Xu Luo Hengtao Shen Lianli Gao Jingkuan Song CLL 66 19 0 13 Mar 2024
PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare Chia-Hao Li N. Jha MedIm 84 0 0 13 Mar 2024
Self-Regulated Neurogenesis for Online Data-Incremental Learning Murat Onur Yildirim Elif Ceren Gok Yildirim Decebal Constantin Mocanu Joaquin Vanschoren CLL 100 0 0 13 Mar 2024
Continual Learning by Three-Phase Consolidation Davide Maltoni Lorenzo Pellegrini CLL 74 0 0 12 Mar 2024
Online Continual Learning For Interactive Instruction Following Agents Byeonghwi Kim Minhyuk Seo Jonghyun Choi CLL LM&Ro 129 11 0 12 Mar 2024
Graph Data Condensation via Self-expressive Graph Structure Reconstruction Zhanyu Liu Chaolv Zeng Guanjie Zheng DD 133 13 0 12 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 91 14 0 12 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 123 11 0 11 Mar 2024
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning Xinyuan Gao Songlin Dong Yuhang He Xing Wei Yihong Gong CLL 94 4 0 11 Mar 2024
Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning Shuo Tang Rui Ye Chenxin Xu Xiaowen Dong Siheng Chen Yanfeng Wang 66 1 0 11 Mar 2024
RESTORE: Towards Feature Shift for Vision-Language Prompt Learning Yuncheng Yang Chuyan Zhang Zuopeng Yang Yuting Gao Yulei Qin Ke Li Xing Sun Jie Yang Yun Gu VLM VPVLM 120 0 0 10 Mar 2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning Woojin Ahn G. Yang H. Choi M. Lim 56 8 0 10 Mar 2024
Coherent Temporal Synthesis for Incremental Action Segmentation Guodong Ding Hans Golong Angela Yao CLL 75 5 0 10 Mar 2024
Adaptive Hyperparameter Optimization for Continual Learning Scenarios Rudy Semola J. Hurtado Vincenzo Lomonaco Davide Bacciu 75 5 0 09 Mar 2024
VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model Junsu Kim Yunhoe Ku Jihyeon Kim Junuk Cha Seungryul Baek ObjD VLM 97 14 0 08 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 94 58 0 08 Mar 2024
DiffClass: Diffusion-Based Class Incremental Learning Zichong Meng Jie Zhang Changdi Yang Zheng Zhan Pu Zhao Yanzhi Wang DiffM CLL 80 16 0 08 Mar 2024
Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Jiyong Li Dilshod Azizov Yang Li Shangsong Liang CLL 81 8 0 07 Mar 2024
Contrastive Augmented Graph2Graph Memory Interaction for Few Shot Continual Learning Biqing Qi Junqi Gao Xingquan Chen Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 111 5 0 07 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models Bartosz Cywiński Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski Lukasz Kuciñski DiffM 78 3 0 06 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 75 6 0 06 Mar 2024
Interactive Continual Learning Architecture for Long-Term Personalization of Home Service Robots Ali Ayub Chrystopher L. Nehaniv Kerstin Dautenhahn CLL 84 4 0 06 Mar 2024
Adaptive Discovering and Merging for Incremental Novel Class Discovery Guangyao Chen Peixi Peng Yangru Huang Mengyue Geng Yonghong Tian CLL MoMe 79 9 0 06 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 68 7 0 05 Mar 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation Mengyi Huang Meng Xiao Ludi Wang Yi Du 89 3 0 05 Mar 2024
BSDP: Brain-inspired Streaming Dual-level Perturbations for Online Open World Object Detection Yu Chen Liyan Ma Liping Jing Jian-hong Yu 142 2 0 05 Mar 2024
Interactive Continual Learning: Fast and Slow Thinking Biqing Qi Xingquan Chen Junqi Gao Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 61 19 0 05 Mar 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection Jieren Deng Haojian Zhang Kun Ding Jianhua Hu Xingxuan Zhang Yunkuan Wang VLM ObjD 164 7 0 04 Mar 2024
Never-Ending Behavior-Cloning Agent for Robotic Manipulation Wenqi Liang Gan Sun Qian He Yu Ren Jiahua Dong Yang Cong LM&Ro 87 1 0 01 Mar 2024
Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Weijieying Ren Xinlong Li Lei Wang Tianxiang Zhao Wei Qin CLL KELM 117 39 0 29 Feb 2024
Gradient Reweighting: Towards Imbalanced Class-Incremental Learning Jiangpeng He Fengqing Zhu CLL 99 22 0 28 Feb 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 93 3 0 28 Feb 2024
Generalizable Two-Branch Framework for Image Class-Incremental Learning Chao Wu Xiaobin Chang Ruixuan Wang CLL 68 2 0 28 Feb 2024