Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,212 papers shown

Title
Three scenarios for continual learning Gido M. van de Ven A. Tolias CLL 26 872 0 15 Apr 2019
Knowledge Flow: Improve Upon Your Teachers Iou-Jen Liu Jian-wei Peng A. Schwing 14 62 0 11 Apr 2019
Variational Information Distillation for Knowledge Transfer Sungsoo Ahn S. Hu Andreas C. Damianou Neil D. Lawrence Zhenwen Dai 6 609 0 11 Apr 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks Eunwoo Kim Chanho Ahn Philip Torr Songhwai Oh 21 12 0 09 Apr 2019
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval Qing Liu Lingxi Xie Huiyu Wang Alan Yuille VLM 21 108 0 05 Apr 2019
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning O. Ostapenko M. Puscas T. Klein P. Jähnichen Moin Nabi CLL 60 297 0 05 Apr 2019
M2KD: Multi-model and Multi-level Knowledge Distillation for Incremental Learning Peng Zhou Long Mai Jianming Zhang N. Xu Zuxuan Wu L. Davis CLL VLM 13 54 0 03 Apr 2019
Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild Kibok Lee Kimin Lee Jinwoo Shin Honglak Lee CLL 43 201 0 29 Mar 2019
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge Dawei Li Serafettin Tasci Shalini Ghosh Jingwen Zhu Junting Zhang Larry Heck ObjD 6 9 0 26 Mar 2019
Multi-Attribute Selectivity Estimation Using Deep Learning Shohedul Hasan Saravanan Thirumuruganathan Jees Augustine Nick Koudas Gautam Das 15 25 0 24 Mar 2019
Gradient based sample selection for online continual learning Rahaf Aljundi Min-Bin Lin Baptiste Goujaud Yoshua Bengio BDL CLL 32 801 0 20 Mar 2019
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML Jie Zhang Junting Zhang Shalini Ghosh Dawei Li Jingwen Zhu Heming Zhang Yalin Wang CLL 17 2 0 20 Mar 2019
Class-incremental Learning via Deep Model Consolidation Junting Zhang Jie Zhang Shalini Ghosh Dawei Li Serafettin Tasci Larry Heck Heming Zhang C.-C. Jay Kuo CLL 27 334 0 19 Mar 2019
Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration Rohan R. Paleja Matthew C. Gombolay 19 7 0 14 Mar 2019
Representative Task Self-selection for Flexible Clustered Lifelong Learning Gan Sun Yang Cong Qianqian Wang Bineng Zhong Y. Fu CLL 11 54 0 06 Mar 2019
3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge Zhou Ren Yuncheng Li Zehao Xue Yingying Wang Jianfei Cai Junsong Yuan 3DH 21 433 0 03 Mar 2019
On Tiny Episodic Memories in Continual Learning Arslan Chaudhry Marcus Rohrbach Mohamed Elhoseiny Thalaiyasingam Ajanthan P. Dokania Philip Torr MarcÁurelio Ranzato CLL 52 389 0 27 Feb 2019
Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Jaehong Yoon Saehoon Kim Eunho Yang Sung Ju Hwang CLL 21 175 0 25 Feb 2019
Overcoming Multi-Model Forgetting Yassine Benyahia Kaicheng Yu Kamil Bennani-Smires Martin Jaggi A. Davison Mathieu Salzmann C. Musat MoMe KELM CLL 35 37 0 21 Feb 2019
Differentially Private Continual Learning Sebastian Farquhar Y. Gal FedML MU 13 12 0 18 Feb 2019
Manifestation of Image Contrast in Deep Networks A. Akbarinia K. Gegenfurtner 17 4 0 12 Feb 2019
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks Jason M. Allred Kaushik Roy CLL 14 31 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 23 145 0 03 Feb 2019
Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence Dahyun Kim Jihwan Bae Yeonsik Jo Jonghyun Choi OOD CLL 28 20 0 03 Feb 2019
Policy Consolidation for Continual Reinforcement Learning Christos Kaplanis Murray Shanahan Claudia Clopath CLL OffRL 11 50 0 01 Feb 2019
Functional Regularisation for Continual Learning with Gaussian Processes Michalis K. Titsias Jonathan Richard Schwarz A. G. Matthews Razvan Pascanu Yee Whye Teh CLL BDL 12 182 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 15 171 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 19 16 0 18 Jan 2019
Exploring the Challenges towards Lifelong Fact Learning Mohamed Elhoseiny F. Babiloni Rahaf Aljundi Marcus Rohrbach Manohar Paluri Tinne Tuytelaars 21 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 13 156 0 21 Dec 2018
A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction Yifan Xing Rahul Tewari Paulo R. S. Mendonça 3DH 29 8 0 14 Dec 2018
Task-Free Continual Learning Rahaf Aljundi Klaas Kelchtermans Tinne Tuytelaars CLL 26 354 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 43 17 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 20 4 0 04 Dec 2018
Few-Shot Self Reminder to Overcome Catastrophic Forgetting Junfeng Wen Yanshuai Cao Ruitong Huang CLL 10 24 0 03 Dec 2018
On the Transferability of Representations in Neural Networks Between Datasets and Tasks Haytham M. Fayek L. Cavedon H. Wu 13 5 0 29 Nov 2018
Experience Replay for Continual Learning David Rolnick Arun Ahuja Jonathan Richard Schwarz Timothy Lillicrap Greg Wayne CLL 14 1,110 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 24 55 0 27 Nov 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 47 866 0 27 Nov 2018
Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation Shiming Ge Shengwei Zhao Chenyu Li Jia Li CVBM 17 188 0 25 Nov 2018
Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks Alon Shoshan Roey Mechrez Lihi Zelnik-Manor OOD 12 33 0 21 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 36 445 0 21 Nov 2018
Learning without Memorizing Prithviraj Dhar Rajat Vikram Singh Kuan-Chuan Peng Ziyan Wu Rama Chellappa CLL 13 472 0 20 Nov 2018
Transfer Learning Using Classification Layer Features of CNN Tasfia Shermin Manzur Murshed Guojun Lu S. Teng 14 6 0 19 Nov 2018
Towards Training Recurrent Neural Networks for Lifelong Learning Shagun Sodhani A. Chandar Yoshua Bengio CLL 13 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 12 103 0 12 Nov 2018
Extending Pretrained Segmentation Networks with Additional Anatomical Structures Firat Özdemir Orçun Göksel CLL 25 45 0 12 Nov 2018
Evidence Transfer for Improving Clustering Tasks Using External Categorical Evidence Athanasios Davvetas I. Klampanos V. Karkaletsis 27 5 0 09 Nov 2018
Towards continual learning in medical imaging Chaitanya Baweja Ben Glocker Konstantinos Kamnitsas CLL 26 56 0 06 Nov 2018
On the role of neurogenesis in overcoming catastrophic forgetting G. I. Parisi Jongsoo Keum Hojung Nam CLL OffRL 16 13 0 06 Nov 2018