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Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

20 / 2,270 papers shown

Title
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 95 46 0 11 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 76 279 0 11 May 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition Vincenzo Lomonaco Davide Maltoni 194 495 0 09 May 2017
A Strategy for an Uncompromising Incremental Learner Ragav Venkatesan Hemanth Venkateswara S. Panchanathan Baoxin Li CLL 86 41 0 02 May 2017
Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning Matthew D Riemer Elham Khabiri Richard Goodwin CLL 100 18 0 12 Apr 2017
Encoder Based Lifelong Learning Amal Rannen Triki Rahaf Aljundi Mathew B. Blaschko Tinne Tuytelaars CLL 130 322 0 06 Apr 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta Kevin J. Shih Saurabh Singh Derek Hoiem 110 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 83 680 0 24 Mar 2017
Continual Learning Through Synaptic Intelligence Friedemann Zenke Ben Poole Surya Ganguli 97 51 0 13 Mar 2017
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 180 233 0 28 Feb 2017
Universal representations:The missing link between faces, text, planktons, and cat breeds Hakan Bilen Andrea Vedaldi 82 147 0 25 Jan 2017
Deep Image Category Discovery using a Transferred Similarity Function Yen-Chang Hsu Zhaoyang Lv Z. Kira 72 15 0 05 Dec 2016
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 205 3,792 0 23 Nov 2016
Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi Punarjay Chakravarty Tinne Tuytelaars CLL 105 664 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 119 575 0 05 Nov 2016
A Framework for Searching for General Artificial Intelligence Marek Rosa Jan Feyereisl The GoodAI Collective AI4CE 63 19 0 02 Nov 2016
A Growing Long-term Episodic & Semantic Memory Marc Pickett Rami Al-Rfou L. Shao Chris Tar OffRL CLL KELM 37 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 153 677 0 07 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 111 677 0 30 Aug 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 97 31 0 01 Apr 2016