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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
iLGaCo: Incremental Learning of Gait Covariate Factors Zihao Mu F. M. Castro M. Marín-Jiménez Nicolás Guil Mata Yan-Ran Li Shiqi Yu 66 5 0 31 Aug 2020
Learning Adaptive Embedding Considering Incremental Class Yang Yang Zhensheng Sun HengShu Zhu Yanjie Fu Hui Xiong Jian Yang CLL 69 41 0 31 Aug 2020
Background Splitting: Finding Rare Classes in a Sea of Background Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 91 10 0 28 Aug 2020
Active Class Incremental Learning for Imbalanced Datasets Eden Belouadah Adrian Daniel Popescu Umang Aggarwal Léo Saci CLL 62 12 0 25 Aug 2020
Precision Health Data: Requirements, Challenges and Existing Techniques for Data Security and Privacy Chandra Thapa S. Çamtepe 47 212 0 24 Aug 2020
WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels Vasilis Margonis Athanasios Davvetas I. Klampanos CoGe DRL CML 40 3 0 22 Aug 2020
LIRA: Lifelong Image Restoration from Unknown Blended Distortions Jianzhao Liu Jianxin Lin Xin Li Wei Zhou Sen Liu Zhibo Chen CLL 63 17 0 19 Aug 2020
Knowledge Transfer via Dense Cross-Layer Mutual-Distillation Anbang Yao Dawei Sun 62 55 0 18 Aug 2020
Explainability in Deep Reinforcement Learning Alexandre Heuillet Fabien Couthouis Natalia Díaz Rodríguez XAI 237 283 0 15 Aug 2020
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition Y. Kim Wonpyo Park Jongju Shin CVBM 139 51 0 15 Aug 2020
RODEO: Replay for Online Object Detection Manoj Acharya Tyler L. Hayes Christopher Kanan ObjD CLL 67 46 0 14 Aug 2020
Adaptable Multi-Domain Language Model for Transformer ASR Taewoo Lee Min-Joong Lee Tae Gyoon Kang Seokyeong Jung Minseok Kwon ... Ho-Gyeong Kim Jiseung Jeong Jihyun Lee Hosik Lee Y. S. Choi 56 18 0 14 Aug 2020
Continual Class Incremental Learning for CT Thoracic Segmentation Abdelrahman Elskhawy Aneta Lisowska Matthias Keicher Josep Henry Paul Thomson Nassir Navab CLL 54 7 0 12 Aug 2020
Online Continual Learning under Extreme Memory Constraints Enrico Fini Stéphane Lathuilière E. Sangineto Moin Nabi Elisa Ricci CLL 105 65 0 04 Aug 2020
Memory Efficient Class-Incremental Learning for Image Classification Hanbin Zhao Haibo Wang Yongjian Fu Leilei Gan Xi Li CLL VLM 79 74 0 04 Aug 2020
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 66 51 0 04 Aug 2020
Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation Jogendra Nath Kundu Ambareesh Revanur Govind V Waghmare R. Venkatesh R. Venkatesh Babu 3DH 72 18 0 04 Aug 2020
Bilevel Continual Learning Quang Pham Doyen Sahoo Chenghao Liu Guosheng Lin CLL 80 11 0 30 Jul 2020
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference Zhi Wang Chunlin Chen D. Dong CLL OffRL 74 56 0 28 Jul 2020
Two-Level Residual Distillation based Triple Network for Incremental Object Detection Dongbao Yang Yu Zhou Dayan Wu Can Ma Fei Yang Weiping Wang ObjD 57 18 0 27 Jul 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 108 72 0 24 Jul 2020
What and Where: Learn to Plug Adapters via NAS for Multi-Domain Learning Hanbin Zhao Hao Zeng Xin Qin Yongjian Fu Haibo Wang Bourahla Omar Xi Li 83 18 0 24 Jul 2020
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Fei Mi Xiao Lin Boi Faltings CLL 86 53 0 23 Jul 2020
XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup Xingjian Li Haoyi Xiong Haozhe An Chengzhong Xu Dejing Dou 44 8 0 20 Jul 2020
Learning latent representations across multiple data domains using Lifelong VAEGAN Fei Ye A. Bors SyDa CLL 68 67 0 20 Jul 2020
Resolution Switchable Networks for Runtime Efficient Image Recognition Yikai Wang F. Sun Duo Li Anbang Yao 89 27 0 19 Jul 2020
Drinking from a Firehose: Continual Learning with Web-scale Natural Language Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 62 27 0 18 Jul 2020
Learn distributed GAN with Temporary Discriminators Hui Qu Yikai Zhang Qi Chang Zhennan Yan Chao Chen Dimitris N. Metaxas FedML 55 16 0 17 Jul 2020
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild Umberto Michieli E. Borsato Luca Rossi Pietro Zanuttigh 140 40 0 17 Jul 2020
A Biologically Plausible Audio-Visual Integration Model for Continual Learning Wenjie Chen Fengtong Du Ye Wang Lihong Cao CLL 38 0 0 17 Jul 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors Dong-Jin Kim Xiao Sun Jinsoo Choi Stephen Lin In So Kweon 76 125 0 17 Jul 2020
Preserving Semantic Neighborhoods for Robust Cross-modal Retrieval Christopher Thomas Adriana Kovashka 128 41 0 16 Jul 2020
Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning Sandeep Madireddy A. Yanguas-Gil Prasanna Balaprakash CLL 24 0 0 16 Jul 2020
SpaceNet: Make Free Space For Continual Learning Ghada Sokar Decebal Constantin Mocanu Mykola Pechenizkiy CLL 79 81 0 15 Jul 2020
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics V. Ramasesh Ethan Dyer M. Raghu CLL 107 179 0 14 Jul 2020
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting Jorge Armando Mendez Mendez Boyu Wang Eric Eaton CLL 73 38 0 14 Jul 2020
Automated Synthetic-to-Real Generalization Wuyang Chen Zhiding Yu Zhangyang Wang Anima Anandkumar 81 68 0 14 Jul 2020
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer Aswin Raghavan Jesse Hostetler Indranil Sur Abrar Rahman Ajay Divakaran CLL 45 7 0 14 Jul 2020
Representation Transfer by Optimal Transport Xuhong Li Yves Grandvalet Rémi Flamary Nicolas Courty Dejing Dou OT 66 8 0 13 Jul 2020
Disentanglement of Color and Shape Representations for Continual Learning David Berga Marc Masana Joost van de Weijer CLL 34 2 0 13 Jul 2020
RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning Riccardo Del Chiaro Bartlomiej Twardowski Andrew D. Bagdanov Joost van de Weijer CLL VLM 77 41 0 13 Jul 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 59 6 0 12 Jul 2020
Batch-level Experience Replay with Review for Continual Learning Zheda Mai Hyunwoo J. Kim Jihwan Jeong Scott Sanner VLM CLL 59 15 0 11 Jul 2020
Graph-Based Continual Learning Binh Tang David S. Matteson BDL CLL 76 37 0 09 Jul 2020
Wandering Within a World: Online Contextualized Few-Shot Learning Mengye Ren Michael L. Iuzzolino Michael C. Mozer R. Zemel CLL 80 32 0 09 Jul 2020
Robust Re-Identification by Multiple Views Knowledge Distillation Angelo Porrello Luca Bergamini Simone Calderara 78 67 0 08 Jul 2020
Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization Saurav Jha Martin Schiemer Juan Ye CLL 61 13 0 06 Jul 2020
FLUID: A Unified Evaluation Framework for Flexible Sequential Data Matthew Wallingford Aditya Kusupati Keivan Alizadeh Vahid Aaron Walsman Aniruddha Kembhavi Ali Farhadi 47 2 0 06 Jul 2020
Pseudo-Rehearsal for Continual Learning with Normalizing Flows Jary Pomponi Simone Scardapane A. Uncini 48 15 0 05 Jul 2020
On Class Orderings for Incremental Learning Marc Masana Bartlomiej Twardowski Joost van de Weijer CLL 63 15 0 04 Jul 2020