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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,270 papers shown

Title
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 111 455 0 21 Nov 2018
Learning without Memorizing Prithviraj Dhar Rajat Vikram Singh Kuan-Chuan Peng Ziyan Wu Rama Chellappa CLL 113 487 0 20 Nov 2018
Transfer Learning Using Classification Layer Features of CNN Tasfia Shermin Manzur Murshed Guojun Lu S. Teng 51 6 0 19 Nov 2018
Towards Training Recurrent Neural Networks for Lifelong Learning Shagun Sodhani A. Chandar Yoshua Bengio CLL 65 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 92 103 0 12 Nov 2018
Extending Pretrained Segmentation Networks with Additional Anatomical Structures Firat Özdemir Orçun Göksel CLL 64 45 0 12 Nov 2018
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence Athanasios Davvetas I. Klampanos V. Karkaletsis 50 5 0 09 Nov 2018
Towards continual learning in medical imaging Chaitanya Baweja Ben Glocker Konstantinos Kamnitsas CLL 85 57 0 06 Nov 2018
On the role of neurogenesis in overcoming catastrophic forgetting G. I. Parisi Jongsoo Keum Hojung Nam CLL OffRL 54 14 0 06 Nov 2018
Closed-Loop Memory GAN for Continual Learning A. Rios Laurent Itti BDL VLM 86 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 70 25 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 72 165 0 31 Oct 2018
Gated Transfer Network for Transfer Learning Yi Zhu Jia Xue Shawn D. Newsam 28 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 95 359 0 30 Oct 2018
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data O. Tasar Y. Tarabalka Pierre Alliez CLL 112 127 0 29 Oct 2018
Marginal Replay vs Conditional Replay for Continual Learning Timothée Lesort A. Gepperth Andrei Stoian David Filliat BDL 100 35 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 109 791 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 88 150 0 25 Oct 2018
Toward an AI Physicist for Unsupervised Learning Tailin Wu Max Tegmark DRL AI4CE SSL OOD 107 69 0 24 Oct 2018
Target Aware Network Adaptation for Efficient Representation Learning Yang Zhong Vladimir Li R. Okada A. Maki 53 6 0 02 Oct 2018
Continual Learning of Context-dependent Processing in Neural Networks Guanxiong Zeng Yang Chen Bo Cui Shan Yu CLL 116 311 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 100 226 0 27 Sep 2018
Non-Iterative Knowledge Fusion in Deep Convolutional Neural Networks M. Leontev V. Islenteva S. Sukhov MoMe FedML 51 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 76 334 0 22 Sep 2018
Memory Efficient Experience Replay for Streaming Learning Tyler L. Hayes N. Cahill Christopher Kanan 84 233 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 106 148 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 116 57 0 13 Sep 2018
MotherNets: Rapid Deep Ensemble Learning Abdul Wasay Brian Hentschel Yuze Liao Sanyuan Chen Stratos Idreos 58 35 0 12 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 158 125 0 10 Sep 2018
StackNet: Stacking Parameters for Continual learning Jangho Kim Jeesoo Kim Nojun Kwak CLL 29 6 0 07 Sep 2018
Memory Replay GANs: learning to generate images from new categories without forgetting Chenshen Wu Luis Herranz Xialei Liu Yaxing Wang Joost van de Weijer Bogdan Raducanu CLL VLM GAN 85 196 0 06 Sep 2018
Metabolize Neural Network Dan Dai Zhiwen Yu Yang Hu Wenming Cao Mingnan Luo 18 0 0 04 Sep 2018
DeeSIL: Deep-Shallow Incremental Learning Eden Belouadah Adrian Daniel Popescu CLL 98 73 0 20 Aug 2018
Incremental Learning in Person Re-Identification Prajjwal Bhargava CLL 23 2 0 20 Aug 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts Yufei Wang Zhe Lin Xiaohui Shen Jianming Zhang Scott D. Cohen VLM 33 2 0 18 Aug 2018
End-to-End Incremental Learning F. M. Castro M. Marín-Jiménez Nicolás Guil Mata Cordelia Schmid Alahari Karteek CLL 99 1,163 0 25 Jul 2018
Example Mining for Incremental Learning in Medical Imaging Pratyush Kumar Muktabh Mayank Srivastava OOD CLL 19 13 0 24 Jul 2018
Revisiting Distillation and Incremental Classifier Learning Khurram Javed Faisal Shafait 51 66 0 08 Jul 2018
Distillation Techniques for Pseudo-rehearsal Based Incremental Learning Haseeb Shah Khurram Javed Faisal Shafait CLL 53 12 0 08 Jul 2018
How To Backdoor Federated Learning Eugene Bagdasaryan Andreas Veit Yiqing Hua D. Estrin Vitaly Shmatikov SILM FedML 156 1,937 0 02 Jul 2018
Continuous Learning in Single-Incremental-Task Scenarios Davide Maltoni Vincenzo Lomonaco CLL 106 311 0 22 Jun 2018
DynMat, a network that can learn after learning J. H. Lee OffRL 101 5 0 16 Jun 2018
Selfless Sequential Learning Rahaf Aljundi Marcus Rohrbach Tinne Tuytelaars CLL 72 114 0 14 Jun 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition Eli Schwartz Leonid Karlinsky J. Shtok Sivan Harary Mattias Marder Rogerio Feris Abhishek Kumar Raja Giryes A. Bronstein 255 357 0 12 Jun 2018
Covariance constraints for stochastic inverse problems of computer models Nicolas Bousquet Mélanie Blazère Thomas Cerbelaud 60 0 0 09 Jun 2018
SupportNet: solving catastrophic forgetting in class incremental learning with support data Yu Li Zhongxiao Li Lizhong Ding Yijie Pan Peng Yang Yuhui Hu Wei Chen Xin Gao CLL 90 29 0 08 Jun 2018
Learn the new, keep the old: Extending pretrained models with new anatomy and images Firat Özdemir Philipp Fürnstahl Orçun Göksel CLL 64 48 0 01 Jun 2018
Adding New Tasks to a Single Network with Weight Transformations using Binary Masks Massimiliano Mancini Elisa Ricci Barbara Caputo Samuel Rota Buló 96 52 0 28 May 2018
Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-Organization G. I. Parisi Jun Tani C. Weber S. Wermter CLL 69 130 0 28 May 2018
Keep and Learn: Continual Learning by Constraining the Latent Space for Knowledge Preservation in Neural Networks Hyo-Eun Kim Seungwook Kim Jaehwan Lee CLL 55 31 0 28 May 2018