Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,216 papers shown

Title
Overcome Anterograde Forgetting with Cycled Memory Networks Jian Peng Dingqi. Ye Bo Tang Yinjie Lei Yu Liu Haifeng Li KELM CLL 39 1 0 04 Dec 2021
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 100 26 0 04 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 42 48 0 03 Dec 2021
Contrastive Continual Learning with Feature Propagation Xuejun Han Yuhong Guo CLL 29 4 0 03 Dec 2021
Hierarchical Prototype Networks for Continual Graph Representation Learning Xikun Zhang Dongjin Song Dacheng Tao CLL 34 33 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 43 454 0 29 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 38 77 0 26 Nov 2021
Coarse-To-Fine Incremental Few-Shot Learning Xiang Xiang Yuwen Tan Qian Wan Jing Ma CLL 37 12 0 24 Nov 2021
Reviewing continual learning from the perspective of human-level intelligence Yifan Chang Wenbo Li Jian Peng Bo Tang Yuzhi Kang Yinjie Lei Yuanmiao Gui Qing Zhu Yu Liu Haifeng Li 44 4 0 23 Nov 2021
FFNB: Forgetting-Free Neural Blocks for Deep Continual Visual Learning H. Sahbi Haoming Zhan AI4CE 33 1 0 22 Nov 2021
DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Arthur Douillard Alexandre Ramé Guillaume Couairon Matthieu Cord CLL 30 299 0 22 Nov 2021
Accretionary Learning with Deep Neural Networks Xinyu Wei B. Juang Ouya Wang Shenglong Zhou Geoffrey Ye Li 24 3 0 21 Nov 2021
Defeating Catastrophic Forgetting via Enhanced Orthogonal Weights Modification Yanni Li Bing Liu Kaicheng Yao Xiaoli Kou Pengfan Lv Yueshen Xu J. Cui CLL 15 0 0 19 Nov 2021
GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning Rishabh Tiwari Krishnateja Killamsetty Rishabh K. Iyer Pradeep Shenoy BDL CLL 31 129 0 18 Nov 2021
Self-Supervised Class Incremental Learning Zixuan Ni Siliang Tang Yueting Zhuang CLL 36 6 0 18 Nov 2021
Target Layer Regularization for Continual Learning Using Cramer-Wold Generator Marcin Mazur Lukasz Pustelnik Szymon Knop Patryk Pagacz Przemysław Spurek 36 2 0 15 Nov 2021
Continual Learning via Local Module Composition O. Ostapenko Pau Rodríguez López Massimo Caccia Laurent Charlin KELM CLL 48 66 0 15 Nov 2021
CoReS: Compatible Representations via Stationarity Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo OOD 33 9 0 15 Nov 2021
Lifelong Vehicle Trajectory Prediction Framework Based on Generative Replay Peng Bao Zonghai Chen Ji-kai Wang Deyun Dai Hao Zhao 38 9 0 15 Nov 2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Hsin-Yi Lin Huan-Hsin Tseng Xugang Lu Yu Tsao OT 22 32 0 11 Nov 2021
Incremental Meta-Learning via Episodic Replay Distillation for Few-Shot Image Recognition Kai Wang Xialei Liu Andrew D. Bagdanov Luis Herranz Shang Rui Joost van de Weijer CLL VLM 41 9 0 09 Nov 2021
TaskDrop: A Competitive Baseline for Continual Learning of Sentiment Classification Jianping Mei Yilun Zheng Qianwei Zhou Rui Yan VLM CLL 22 6 0 05 Nov 2021
A Unified Approach to Coreset Learning Alaa Maalouf Gilad Eini Ben Mussay Dan Feldman Margarita Osadchy DD 22 17 0 04 Nov 2021
Unified 3D Mesh Recovery of Humans and Animals by Learning Animal Exercise Youwang Kim Ji-Yeon Kim Kyungdon Joo Tae-Hyun Oh 3DH 26 5 0 03 Nov 2021
Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima Guangyuan Shi Jiaxin Chen Wenlong Zhang Li-Ming Zhan Xiao-Ming Wu CLL 36 152 0 30 Oct 2021
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection Na Dong Yongqiang Zhang M. Ding G. Lee CLL 30 17 0 28 Oct 2021
Towards Realistic Single-Task Continuous Learning Research for NER Justin Payan Yuval Merhav He Xie Satyapriya Krishna Anil Ramakrishna Mukund Sridhar Rahul Gupta CLL 30 6 0 27 Oct 2021
Provable Lifelong Learning of Representations Xinyuan Cao Weiyang Liu Santosh Vempala CLL 28 13 0 27 Oct 2021
Incremental Learning for Animal Pose Estimation using RBF k-DPP Gaurav Kumar Nayak Het Shah Anirban Chakraborty CLL 27 3 0 26 Oct 2021
Response-based Distillation for Incremental Object Detection Tao Feng Mang Wang ObjD CLL 32 1 0 26 Oct 2021
Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Young D. Kwon Jagmohan Chauhan Abhishek Kumar Pan Hui Cecilia Mascolo CLL HAI 33 32 0 25 Oct 2021
Latent-Insensitive autoencoders for Anomaly Detection Muhammad S. Battikh Artem Lenskiy UQCV 20 6 0 25 Oct 2021
Self-Supervised Knowledge Transfer via Loosely Supervised Auxiliary Tasks Seungbum Hong Jihun Yoon Junmo Kim Min-Kook Choi SSL 21 1 0 25 Oct 2021
Mixture-of-Variational-Experts for Continual Learning Y. Yin Yu Wang CLL FedML 23 6 0 25 Oct 2021
Multi-Domain Incremental Learning for Semantic Segmentation Prachi Garg Rohit Saluja V. Balasubramanian Chetan Arora A. Subramanian C. V. Jawahar CLL 30 32 0 23 Oct 2021
Wide Neural Networks Forget Less Catastrophically Seyed Iman Mirzadeh Arslan Chaudhry Dong Yin Huiyi Hu Razvan Pascanu Dilan Görür Mehrdad Farajtabar CLL 33 60 0 21 Oct 2021
Center Loss Regularization for Continual Learning Kaustubh Olpadkar Ekta Gavas CLL 40 1 0 21 Oct 2021
HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Kai Wang Xialei Liu Luis Herranz Joost van de Weijer CLL 27 4 0 21 Oct 2021
Bristle: Decentralized Federated Learning in Byzantine, Non-i.i.d. Environments Joost Verbraeken M. Vos J. Pouwelse 31 4 0 21 Oct 2021
Memory Efficient Adaptive Attention For Multiple Domain Learning H. P. Aswani Abhiraj S Kanse Shubhang Bhatnagar Amit Sethi 21 1 0 21 Oct 2021
Single-Modal Entropy based Active Learning for Visual Question Answering Dong-Jin Kim Jae-Won Cho Jinsoo Choi Yunjae Jung In So Kweon 30 12 0 21 Oct 2021
Class Incremental Online Streaming Learning S. Banerjee Vinay Kumar Verma T. Parag M. Singh Vinay P. Namboodiri CLL 37 4 0 20 Oct 2021
Behavioral Experiments for Understanding Catastrophic Forgetting Samuel J. Bell Neil D. Lawrence 40 4 0 20 Oct 2021
Dendritic Self-Organizing Maps for Continual Learning Kosmas Pinitas Spyridon Chavlis Panayiota Poirazi CLL 23 8 0 18 Oct 2021
Online Continual Learning Via Candidates Voting Jiangpeng He F. Zhu CLL 44 18 0 17 Oct 2021
Reminding the Incremental Language Model via Data-Free Self-Distillation Han Wang Ruiliu Fu Chengzhang Li Xuejun Zhang Jun Zhou Yonghong Yan CLL 30 3 0 17 Oct 2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Xisen Jin Dejiao Zhang Henghui Zhu Wei Xiao Shang-Wen Li Xiaokai Wei Andrew O. Arnold Xiang Ren KELM CLL 33 113 0 16 Oct 2021
Dataset Knowledge Transfer for Class-Incremental Learning without Memory H. Slim Eden Belouadah Adrian Daniel Popescu Darian M. Onchis CLL 21 10 0 16 Oct 2021
Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector Guoliang Lin Hanlu Chu Hanjiang Lai MoMe CLL 39 45 0 15 Oct 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay C. Kim Jinseo Jeong Sang-chul Moon Gunhee Kim CLL 47 39 0 14 Oct 2021