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Learning without Forgetting

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,443 papers shown

Title
Overcoming Multi-Model Forgetting Yassine Benyahia Kaicheng Yu Kamil Bennani-Smires Martin Jaggi A. Davison Mathieu Salzmann C. Musat MoMe KELM CLL 198 38 0 21 Feb 2019
Differentially Private Continual Learning Sebastian Farquhar Y. Gal FedML MU 90 13 0 18 Feb 2019
Manifestation of Image Contrast in Deep Networks A. Akbarinia K. Gegenfurtner 78 4 0 12 Feb 2019
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural NetworksFrontiers in Neuroscience (Front. Neurosci.), 2019 Jason M. Allred Kaushik Roy CLL 169 34 0 08 Feb 2019
Depthwise Convolution is All You Need for Learning Multiple Visual Domains Yunhui Guo Yandong Li Rogerio Feris Liqiang Wang Tajana Simunic OOD 208 187 0 03 Feb 2019
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence Dahyun Kim Jihwan Bae Yeonsik Jo Jonghyun Choi OOD CLL 111 22 0 03 Feb 2019
Policy Consolidation for Continual Reinforcement LearningInternational Conference on Machine Learning (ICML), 2019 Christos Kaplanis Murray Shanahan Claudia Clopath CLL OffRL 186 57 0 01 Feb 2019
Functional Regularisation for Continual Learning with Gaussian ProcessesInternational Conference on Learning Representations (ICLR), 2019 Michalis K. Titsias Jonathan Richard Schwarz A. G. Matthews Razvan Pascanu Yee Whye Teh CLL BDL 428 203 0 31 Jan 2019
DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks Xingjian Li Haoyi Xiong Hanchao Wang Yuxuan Rao Liping Liu Zeyu Chen Jun Huan 199 176 0 26 Jan 2019
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification Youngmin Ro Jongwon Choi D. Jo Byeongho Heo Jongin Lim J. Choi 122 16 0 18 Jan 2019
Exploring the Challenges towards Lifelong Fact Learning Mohamed Elhoseiny F. Babiloni Rahaf Aljundi Marcus Rohrbach Manohar Paluri Tinne Tuytelaars 113 12 0 26 Dec 2018
Generative Models from the perspective of Continual Learning Timothée Lesort Hugo Caselles-Dupré Michael Garcia Ortiz Andrei Stoian David Filliat VLM DiffM 151 167 0 21 Dec 2018
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction Yifan Xing Rahul Tewari Paulo R. S. Mendonça 3DH 148 8 0 14 Dec 2018
Task-Free Continual Learning Rahaf Aljundi Klaas Kelchtermans Tinne Tuytelaars CLL 441 392 0 10 Dec 2018
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 167 18 0 06 Dec 2018
Overcoming Catastrophic Forgetting by Soft Parameter Pruning Jian-wei Peng Jiang Hao Zhuo Li Enqiang Guo X. Wan Min Deng Qing Zhu Haifeng Li CLL 62 5 0 04 Dec 2018
Few-Shot Self Reminder to Overcome Catastrophic Forgetting Junfeng Wen Yanshuai Cao Ruitong Huang CLL 117 24 0 03 Dec 2018
On the Transferability of Representations in Neural Networks Between Datasets and Tasks Haytham M. Fayek L. Cavedon H. Wu 95 5 0 29 Nov 2018
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 409 1,386 0 28 Nov 2018
Partitioned Variational Inference: A unified framework encompassing federated and continual learning T. Bui Cuong V Nguyen S. Swaroop Richard Turner FedML 189 57 0 27 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 588 984 0 27 Nov 2018
Low-resolution Face Recognition in the Wild via Selective Knowledge DistillationIEEE Transactions on Image Processing (IEEE TIP), 2018 Shiming Ge Shengwei Zhao Chenyu Li Jia Li CVBM 189 204 0 25 Nov 2018
Dynamic-Net: Tuning the Objective Without Re-training for Synthesis TasksIEEE International Conference on Computer Vision (ICCV), 2018 Alon Shoshan Roey Mechrez Lihi Zelnik-Manor OOD 195 35 0 21 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuningComputer Vision and Pattern Recognition (CVPR), 2018 Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 278 486 0 21 Nov 2018
Learning without MemorizingComputer Vision and Pattern Recognition (CVPR), 2018 Prithviraj Dhar Rajat Vikram Singh Kuan-Chuan Peng Ziyan Wu Rama Chellappa CLL 222 536 0 20 Nov 2018
Transfer Learning Using Classification Layer Features of CNN Tasfia Shermin Manzur Murshed Guojun Lu S. Teng 152 6 0 19 Nov 2018
Towards Training Recurrent Neural Networks for Lifelong Learning Shagun Sodhani A. Chandar Yoshua Bengio CLL 151 19 0 16 Nov 2018
NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification Rongcheng Lin Jing Xiao Jianping Fan VLM 198 106 0 12 Nov 2018
Extending Pretrained Segmentation Networks with Additional Anatomical Structures Firat Özdemir Orçun Göksel CLL 127 47 0 12 Nov 2018
Evidence Transfer for Improving Clustering Tasks Using External Categorical EvidenceIEEE International Joint Conference on Neural Network (IJCNN), 2018 Athanasios Davvetas I. Klampanos V. Karkaletsis 162 5 0 09 Nov 2018
Towards continual learning in medical imaging Chaitanya Baweja Ben Glocker Konstantinos Kamnitsas CLL 147 60 0 06 Nov 2018
On the role of neurogenesis in overcoming catastrophic forgetting G. I. Parisi Jongsoo Keum Hojung Nam CLL OffRL 121 14 0 06 Nov 2018
Closed-Loop Memory GAN for Continual Learning A. Rios Laurent Itti BDL VLM 201 22 0 03 Nov 2018
Progressive Memory Banks for Incremental Domain Adaptation Nabiha Asghar Lili Mou Kira A. Selby Kevin D. Pantasdo Pascal Poupart Xin Jiang CLL 189 26 0 01 Nov 2018
Don't forget, there is more than forgetting: new metrics for Continual Learning Natalia Díaz Rodríguez Vincenzo Lomonaco David Filliat Davide Maltoni CLL 203 177 0 31 Oct 2018
Gated Transfer Network for Transfer Learning Yi Zhu Jia Xue Shawn D. Newsam 120 2 0 30 Oct 2018
Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines Yen-Chang Hsu Yen-Cheng Liu Anita Ramasamy Z. Kira CLL ELM 342 381 0 30 Oct 2018
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data O. Tasar Y. Tarabalka Pierre Alliez CLL 151 140 0 29 Oct 2018
Marginal Replay vs Conditional Replay for Continual Learning Timothée Lesort A. Gepperth Andrei Stoian David Filliat BDL 293 36 0 29 Oct 2018
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference Matthew D Riemer Ignacio Cases R. Ajemian Miao Liu Irina Rish Y. Tu Gerald Tesauro CLL 365 861 0 29 Oct 2018
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells Vladimir Nekrasov Hao Chen Chunhua Shen Ian Reid SSeg 222 153 0 25 Oct 2018
Toward an AI Physicist for Unsupervised Learning Tailin Wu Max Tegmark DRL AI4CE SSL OOD 189 71 0 24 Oct 2018
Target Aware Network Adaptation for Efficient Representation Learning Yang Zhong Vladimir Li R. Okada A. Maki 116 6 0 02 Oct 2018
Continual Learning of Context-dependent Processing in Neural Networks Guanxiong Zeng Yang Chen Bo Cui Shan Yu CLL 279 351 0 29 Sep 2018
Generative replay with feedback connections as a general strategy for continual learning Gido M. van de Ven A. Tolias CLL KELM 202 244 0 27 Sep 2018
Non-Iterative Knowledge Fusion in Deep Convolutional Neural NetworksNeural Processing Letters (NPL), 2018 M. Leontev V. Islenteva S. Sukhov MoMe FedML 84 24 0 25 Sep 2018
Semi-Supervised Sequence Modeling with Cross-View Training Kevin Clark Minh-Thang Luong Christopher D. Manning Quoc V. Le SSL 203 337 0 22 Sep 2018
Memory Efficient Experience Replay for Streaming Learning Tyler L. Hayes N. Cahill Christopher Kanan 267 253 0 16 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations Vladimir Nekrasov Thanuja Dharmasiri Andrew Spek Tom Drummond Chunhua Shen Ian Reid 252 155 0 13 Sep 2018
Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics J. Baar Alan Sullivan Radu Cordorel Devesh K. Jha Diego Romeres D. Nikovski 270 59 0 13 Sep 2018