Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,216 papers shown

Title
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning Gihun Lee Minchan Jeong Yongjin Shin Sangmin Bae Se-Young Yun FedML 33 117 0 06 Jun 2021
Same State, Different Task: Continual Reinforcement Learning without Interference Samuel Kessler Jack Parker-Holder Philip J. Ball S. Zohren Stephen J. Roberts CLL OffRL 21 46 0 05 Jun 2021
A Procedural World Generation Framework for Systematic Evaluation of Continual Learning Timm Hess Martin Mundt Iuliia Pliushch Visvanathan Ramesh 27 6 0 04 Jun 2021
Continual Learning in Deep Networks: an Analysis of the Last Layer Timothée Lesort Thomas George Irina Rish KELM 32 22 0 03 Jun 2021
Lifetime policy reuse and the importance of task capacity David M. Bossens Adam Sobey CLL OffRL 16 3 0 03 Jun 2021
Online Coreset Selection for Rehearsal-based Continual Learning Jaehong Yoon Divyam Madaan Eunho Yang Sung Ju Hwang CLL 25 139 0 02 Jun 2021
Smaller Is Better: An Analysis of Instance Quantity/Quality Trade-off in Rehearsal-based Continual Learning Francesco Pelosin A. Torsello 28 1 0 28 May 2021
FReTAL: Generalizing Deepfake Detection using Knowledge Distillation and Representation Learning Minhan Kim Shahroz Tariq Simon S. Woo 36 86 0 28 May 2021
Open-world Machine Learning: Applications, Challenges, and Opportunities Jitendra Parmar S. Chouhan Vaskar Raychoudhury S. Rathore OffRL 35 91 0 27 May 2021
Continual Learning for Real-World Autonomous Systems: Algorithms, Challenges and Frameworks Khadija Shaheen Muhammad Abdullah Hanif Osman Hasan Mohamed Bennai CLL 32 91 0 26 May 2021
ACAE-REMIND for Online Continual Learning with Compressed Feature Replay Kai Wang Luis Herranz Joost van de Weijer CLL 35 14 0 18 May 2021
DRILL: Dynamic Representations for Imbalanced Lifelong Learning Kyra Ahrens Fares Abawi S. Wermter CLL 18 7 0 18 May 2021
Continual Learning with Echo State Networks Andrea Cossu D. Bacciu Antonio Carta Claudio Gallicchio Vincenzo Lomonaco CLL 25 13 0 17 May 2021
Class-Incremental Few-Shot Object Detection Pengyang Li Yanan Li Han Cui Donghui Wang CLL 24 14 0 17 May 2021
Shared and Private VAEs with Generative Replay for Continual Learning Subhankar Ghosh CLL BDL 25 0 0 17 May 2021
Layerwise Optimization by Gradient Decomposition for Continual Learning Shixiang Tang Dapeng Chen Jinguo Zhu Shijie Yu Wanli Ouyang CLL 24 63 0 17 May 2021
Troubleshooting Blind Image Quality Models in the Wild Zhihua Wang Haotao Wang Tianlong Chen Zhangyang Wang Kede Ma 15 19 0 14 May 2021
TAG: Task-based Accumulated Gradients for Lifelong learning Pranshu Malviya B. Ravindran Sarath Chandar CLL 49 5 0 11 May 2021
Towards Discovery and Attribution of Open-world GAN Generated Images Sharath Girish Saksham Suri Saketh Rambhatla Abhinav Shrivastava 58 67 0 10 May 2021
Continual Learning via Bit-Level Information Preserving Yujun Shi Li-xin Yuan Yunpeng Chen Jiashi Feng CLL 23 42 0 10 May 2021
Elastic Weight Consolidation (EWC): Nuts and Bolts Abhishek Aich CML 13 23 0 10 May 2021
Continual Learning on the Edge with TensorFlow Lite Giorgos Demosthenous Vassilis Vassiliades CLL 47 21 0 05 May 2021
Self-Improving Semantic Perception for Indoor Localisation Hermann Blum Francesco Milano René Zurbrugg Roland Siegward Cesar Cadena Abel Gawel 32 8 0 04 May 2021
Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective Haoran Sun Wenqiang Pu Xiao Fu Tsung-Hui Chang Mingyi Hong 47 30 0 03 May 2021
A Deep Learning Framework for Lifelong Machine Learning Charles X. Ling Tanner A. Bohn CLL 30 5 0 01 May 2021
Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors Zhuoyun Li Changhong Zhong Sijia Liu Ruixuan Wang Weishi Zheng CLL 17 29 0 28 Apr 2021
Continual Distributed Learning for Crisis Management Aman Priyanshu Mudit Sinha S. Mehta 36 4 0 26 Apr 2021
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation Mengyao Zhai Lei Chen Jiawei He Megha Nawhal Frederick Tung Greg Mori CLL 38 28 0 24 Apr 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Jian Jiang Edoardo Cetin Oya Celiktutan 27 9 0 21 Apr 2021
Knowledge Distillation as Semiparametric Inference Tri Dao G. Kamath Vasilis Syrgkanis Lester W. Mackey 42 31 0 20 Apr 2021
Continual Learning in Sensor-based Human Activity Recognition: an Empirical Benchmark Analysis Saurav Jha Martin Schiemer F. Zambonelli Juan Ye 23 48 0 19 Apr 2021
Continual Learning with Fully Probabilistic Models Benedikt Pfülb A. Gepperth Benedikt Bagus BDL 40 8 0 19 Apr 2021
Overcoming Catastrophic Forgetting with Gaussian Mixture Replay Benedikt Pfülb A. Gepperth VLM BDL 32 12 0 19 Apr 2021
Lifelong Learning with Sketched Structural Regularization Haoran Li A. Krishnan Jingfeng Wu Soheil Kolouri Praveen K. Pilly Vladimir Braverman CLL 40 17 0 17 Apr 2021
On Learning the Geodesic Path for Incremental Learning Christian Simon Piotr Koniusz Mehrtash Harandi CLL 27 116 0 17 Apr 2021
Rehearsal revealed: The limits and merits of revisiting samples in continual learning Eli Verwimp Matthias De Lange Tinne Tuytelaars CLL 25 105 0 15 Apr 2021
Continual Learning for Fake Audio Detection Haoxin Ma Jiangyan Yi J. Tao Ye Bai Zhengkun Tian Chenglong Wang AAML CLL 27 46 0 15 Apr 2021
Unsupervised Continual Learning Via Pseudo Labels Jiangpeng He Feng Zhu SSL CLL 19 25 0 14 Apr 2021
Continual learning in cross-modal retrieval Kai Wang Luis Herranz Joost van de Weijer CLL 29 12 0 14 Apr 2021
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks B. Afkham Julianne Chung Matthias Chung 17 43 0 14 Apr 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 47 25 0 13 Apr 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization Yufan Huang Yanzhe Zhang Jiaao Chen Xuezhi Wang Diyi Yang CLL 31 106 0 12 Apr 2021
New Insights on Reducing Abrupt Representation Change in Online Continual Learning Lucas Caccia Rahaf Aljundi Nader Asadi Tinne Tuytelaars Joelle Pineau Eugene Belilovsky CLL 26 190 0 11 Apr 2021
Streaming Self-Training via Domain-Agnostic Unlabeled Images Zhiqiu Lin Deva Ramanan Aayush Bansal LRM 17 5 0 07 Apr 2021
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression Xin Ding Z. J. Wang Zuheng Xu Z. Jane Wang William J. Welch 43 22 0 07 Apr 2021
Synthesized Trust Learning from Limited Human Feedback for Human-Load-Reduced Multi-Robot Deployments Yijiang Pang Chao Huang R. Liu 11 2 0 07 Apr 2021
Few-Shot Incremental Learning with Continually Evolved Classifiers Chi Zhang Nan Song Guosheng Lin Yun Zheng Pan Pan Yinghui Xu CLL 42 290 0 07 Apr 2021
Contrastive Syn-to-Real Generalization Wuyang Chen Zhiding Yu Shalini De Mello Sifei Liu J. Álvarez Zhangyang Wang Anima Anandkumar 23 46 0 06 Apr 2021
Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning Boyu Yang Mingbao Lin Binghao Liu Mengying Fu Chang-rui Liu Rongrong Ji QiXiang Ye CLL 32 14 0 06 Apr 2021
Tuned Compositional Feature Replays for Efficient Stream Learning Morgan B. Talbot Rushikesh Zawar Rohil Badkundri Mengmi Zhang Gabriel Kreiman CLL 55 2 0 06 Apr 2021