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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"

43 / 2,443 papers shown

Title
Toward Continual Learning for Conversational Agents Sungjin Lee 212 41 0 28 Dec 2017
Differentially Private Distributed Learning for Language Modeling Tasks Vadim Popov Mikhail Kudinov Irina Piontkovskaya Petr Vytovtov A. Nevidomsky FedML 197 3 0 20 Dec 2017
Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing Syed Shakib Sarwar Aayush Ankit Kaushik Roy CLL 255 117 0 07 Dec 2017
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes Yuhua Chen Wen Li Luc Van Gool 218 308 0 30 Nov 2017
Memory Aware Synapses: Learning what (not) to forget Rahaf Aljundi F. Babiloni Mohamed Elhoseiny Marcus Rohrbach Tinne Tuytelaars KELM CLL 274 1,840 0 27 Nov 2017
Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN J. Gao Zijian Guo Zerui Li Ram Nevatia VLM 217 20 0 21 Nov 2017
Scalable Recollections for Continual Lifelong Learning Matthew D Riemer Tim Klinger Djallel Bouneffouf M. Franceschini CLL 211 71 0 17 Nov 2017
Memory Based Online Learning of Deep Representations from Video Streams F. Pernici F. Bartoli Matteo Bruni Marco Bertini CVBM 126 31 0 17 Nov 2017
Less-forgetful Learning for Domain Expansion in Deep Neural Networks Heechul Jung Jeongwoo Ju Minju Jung Junmo Kim CLL OOD 102 76 0 16 Nov 2017
PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning Arun Mallya Svetlana Lazebnik CLL 365 1,456 0 15 Nov 2017
Variational Continual LearningInternational Conference on Learning Representations (ICLR), 2017 Cuong V Nguyen Yingzhen Li T. Bui Richard Turner CLL VLM BDL 405 778 0 29 Oct 2017
Deep Generative Dual Memory Network for Continual Learning Nitin Kamra Umang Gupta Yan Liu BDL 206 159 0 28 Oct 2017
Incremental Learning of Object Detectors without Catastrophic Forgetting K. Shmelkov Cordelia Schmid Alahari Karteek ObjD 262 569 0 23 Aug 2017
A deep architecture for unified aesthetic prediction Naila Murray Albert Gordo 147 48 0 16 Aug 2017
Unsupervised Incremental Learning of Deep Descriptors From Video Streams F. Pernici Marco Bertini CLL CVBM 109 12 0 11 Aug 2017
cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey Hirokatsu Kataoka Soma Shirakabe Yun He S. Ueta Teppei Suzuki ... Ryousuke Takasawa Masataka Fuchida Yudai Miyashita Kazushige Okayasu Yuta Matsuzaki 209 1 0 20 Jul 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 899 3,084 0 26 Jun 2017
Deep Mixture of Diverse Experts for Large-Scale Visual Recognition Tianyi Zhao Jun-chen Yu Zhenzhong Kuang Wei Zhang Jianping Fan MoE 203 15 0 24 Jun 2017
Joint Prediction of Depths, Normals and Surface Curvature from RGB Images using CNNs Thanuja Dharmasiri Andrew Spek Tom Drummond 3DV 108 28 0 23 Jun 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 421 128 0 27 May 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 567 2,318 0 24 May 2017
Continual Learning in Generative Adversarial Nets Ari Seff Alex Beatson Daniel Suo Han Liu GAN 157 135 0 23 May 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 617 1,017 0 22 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 223 46 0 11 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 256 300 0 11 May 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition Vincenzo Lomonaco Davide Maltoni 310 533 0 09 May 2017
A Strategy for an Uncompromising Incremental Learner Ragav Venkatesan Hemanth Venkateswara S. Panchanathan Baoxin Li CLL 177 41 0 02 May 2017
Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning Matthew D Riemer Elham Khabiri Richard Goodwin CLL 142 18 0 12 Apr 2017
Encoder Based Lifelong Learning Amal Rannen Triki Rahaf Aljundi Mathew B. Blaschko Tinne Tuytelaars CLL 206 336 0 06 Apr 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta Kevin J. Shih Saurabh Singh Derek Hoiem 253 26 0 02 Apr 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee Jin-Hwa Kim Jaehyun Jun Jung-Woo Ha Byoung-Tak Zhang CLL 308 711 0 24 Mar 2017
Continual Learning Through Synaptic Intelligence Friedemann Zenke Ben Poole Surya Ganguli 242 53 0 13 Mar 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuningComputer Vision and Pattern Recognition (CVPR), 2017 Weifeng Ge Yizhou Yu 274 244 0 28 Feb 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 135 154 0 25 Jan 2017
Deep Image Category Discovery using a Transferred Similarity Function Yen-Chang Hsu Zhaoyang Lv Z. Kira 157 15 0 05 Dec 2016
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 590 4,296 0 23 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 274 716 0 18 Nov 2016
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 411 585 0 05 Nov 2016
A Framework for Searching for General Artificial Intelligence Marek Rosa Jan Feyereisl The GoodAI Collective AI4CE 157 20 0 02 Nov 2016
A Growing Long-term Episodic & Semantic Memory Marc Pickett Rami Al-Rfou L. Shao Chris Tar OffRL CLL KELM 96 10 0 20 Oct 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 312 708 0 07 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 352 696 0 30 Aug 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 234 32 0 01 Apr 2016