Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,212 papers shown

Title
Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Dipam Goswami Bartlomiej Twardowski Joost van de Weijer 50 4 0 09 Apr 2024
On the Convergence of Continual Learning with Adaptive Methods Seung Han Yeon-Jae Kim Taehyun Cho Jungwoo Lee CLL 22 3 0 08 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 61 11 0 07 Apr 2024
DELTA: Decoupling Long-Tailed Online Continual Learning S. Raghavan Jiangpeng He F. Zhu 75 2 0 06 Apr 2024
Continual Learning with Weight Interpolation Jkedrzej Kozal Jan Wasilewski Bartosz Krawczyk Michal Wo'zniak CLL MoMe 42 6 0 05 Apr 2024
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models Sean Farhat Deming Chen 42 0 0 04 Apr 2024
Continual Learning of Numerous Tasks from Long-tail Distributions Liwei Kang Wee Sun Lee 29 0 0 03 Apr 2024
Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay Yuhang Zhou Zhongyun Hua AAML CLL 43 3 0 02 Apr 2024
Make Continual Learning Stronger via C-Flat Ang Bian Wei Li Hangjie Yuan Chengrong Yu Zixiang Zhao Mang Wang Aojun Lu Tao Feng 31 9 0 01 Apr 2024
Continual Learning for Smart City: A Survey Li Yang Zhipeng Luo Shi-sheng Zhang Fei Teng Tian-Jie Li HAI 37 8 0 01 Apr 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation Jinfeng Xu Siyuan Yang Xianzhi Li Yuan Tang Yixue Hao Long Hu Min Chen 3DPC 3DV 35 2 0 01 Apr 2024
Slightly Shift New Classes to Remember Old Classes for Video Class-Incremental Learning Jian Jiao Yu Dai Hefei Mei Heqian Qiu Chuanyang Gong Shiyuan Tang Xinpeng Hao Hongliang Li CLL VLM 36 0 0 01 Apr 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze KELM CLL 34 14 0 31 Mar 2024
Orchestrate Latent Expertise: Advancing Online Continual Learning with Multi-Level Supervision and Reverse Self-Distillation Hongwei Yan Liyuan Wang Kaisheng Ma Yi Zhong CLL 48 3 0 30 Mar 2024
Reusable Architecture Growth for Continual Stereo Matching Chenghao Zhang Gaofeng Meng Bin Fan Kun Tian Zhaoxiang Zhang Shiming Xiang Chunhong Pan 3DV 34 4 0 30 Mar 2024
Convolutional Prompting meets Language Models for Continual Learning Anurag Roy Riddhiman Moulick Vinay Kumar Verma Saptarshi Ghosh Abir Das VLM CLL LRM 45 13 0 29 Mar 2024
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning Beomyoung Kim Joonsang Yu Sung Ju Hwang VLM CLL 39 11 0 29 Mar 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 47 1 0 29 Mar 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Saurav Jha Dong Gong Lina Yao CLIP VLM 33 8 0 28 Mar 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Noor Ahmed Anna Kukleva Bernt Schiele CLL 40 12 0 27 Mar 2024
Generative Multi-modal Models are Good Class-Incremental Learners Xusheng Cao Haori Lu Linlan Huang Xialei Liu Ming-Ming Cheng CLL 49 10 0 27 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 43 2 0 27 Mar 2024
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning Huiyi Wang Haodong Lu Lina Yao Dong Gong KELM CLL 48 8 0 27 Mar 2024
Recommendation of data-free class-incremental learning algorithms by simulating future data Eva Feillet Adrian Daniel Popescu C´eline Hudelot 49 0 0 26 Mar 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks Chenlong Zhang Pengfei Cao Yubo Chen Kang Liu Qing Cui Mengshu Sun Jun Zhao 38 3 0 26 Mar 2024
DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning Huiping Zhuang Run He Kai Tong Ziqian Zeng Cen Chen Zhiping Lin CLL 11 17 0 26 Mar 2024
Diverse Representation Embedding for Lifelong Person Re-Identification Shiben Liu Huijie Fan Qiang Wang Xi’ai Chen Zhi Han Yandong Tang 38 3 0 24 Mar 2024
AOCIL: Exemplar-free Analytic Online Class Incremental Learning with Low Time and Resource Consumption Huiping Zhuang Yuchen Liu Run He Kai Tong Ziqian Zeng Cen Chen Yi Wang Lap-Pui Chau CLL 35 1 0 23 Mar 2024
G-ACIL: Analytic Learning for Exemplar-Free Generalized Class Incremental Learning Huiping Zhuang Yizhu Chen Di Fang Run He Kai Tong Hongxin Wei Ziqian Zeng Cen Chen CLL 45 1 0 23 Mar 2024
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness Jaeill Kim Wonseok Lee Moonjung Eo Wonjong Rhee CLL 49 0 0 22 Mar 2024
Defying Imbalanced Forgetting in Class Incremental Learning Shixiong Xu Gaofeng Meng Xing Nie Bolin Ni Bin Fan Shiming Xiang CLL 19 2 0 22 Mar 2024
Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection Gaurav Bhatt James Ross Leonid Sigal CLL VLM 29 2 0 21 Mar 2024
A Bag of Tricks for Few-Shot Class-Incremental Learning Shuvendu Roy Chunjong Park Aldi Fahrezi Ali Etemad CLL 48 2 0 21 Mar 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Dinh Q. Phung CLL 40 6 0 21 Mar 2024
REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning Run He Huiping Zhuang Di Fang Yizhu Chen Kai Tong Cen Chen 43 1 0 20 Mar 2024
A Unified and General Framework for Continual Learning Zhenyi Wang Yan Li Li Shen Heng-Chiao Huang CLL 32 18 0 20 Mar 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Nikola Bugarin Jovana Bugaric Manuel Barusco Davide Dalle Pezze Gian Antonio Susto 49 4 0 19 Mar 2024
Confidence Self-Calibration for Multi-Label Class-Incremental Learning Kaile Du Yifan Zhou Fan Lyu Yuyang Li Chen Lu Guangcan Liu CLL 42 2 0 19 Mar 2024
Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning Da-Wei Zhou Hai-Long Sun Han-Jia Ye De-Chuan Zhan CLL 38 54 0 18 Mar 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation Seungbeom Woo Geonwoo Baek Taehoon Kim Jaemin Na Joong-won Hwang Wonjun Hwang 43 0 0 18 Mar 2024
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 119 70 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 73 11 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 39 4 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 39 0 0 18 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 39 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 26 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 34 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 21 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 47 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 26 2 0 15 Mar 2024