Title
Self-Supervised training for blind multi-frame video denoising Valéry Dewil J. Anger Axel Davy T. Ehret Pablo Arias Gabriele Facciolo 66 37 0 15 Apr 2020
Continuous learning of face attribute synthesis Xin Ning Shaohui Xu Xiaoli Dong Weijun Li Fangzhe Nan Yuanzhou Yao CVBM GAN 26 8 0 15 Apr 2020
Compositional Visual Generation and Inference with Energy Based Models Yilun Du Shuang Li Igor Mordatch CoGe 90 23 0 13 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 158 140 0 09 Apr 2020
Injecting Numerical Reasoning Skills into Language Models Mor Geva Ankit Gupta Jonathan Berant AIMat LRM 100 227 0 09 Apr 2020
Continual Learning with Gated Incremental Memories for sequential data processing Andrea Cossu Antonio Carta D. Bacciu BDL CLL 51 22 0 08 Apr 2020
Towards Reusable Network Components by Learning Compatible Representations Michael Gygli J. Uijlings V. Ferrari 54 1 0 08 Apr 2020
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 34 6 0 08 Apr 2020
Evaluating Online Continual Learning with CALM Germán Kruszewski Ionut-Teodor Sorodoc Tomas Mikolov CLL 52 1 0 07 Apr 2020
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation Mingxuan Wang Hongxiao Bai Hai Zhao Lei Li 96 6 0 07 Apr 2020
Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation Wei Peng Chongxuan Huang Tianhao Li Yun-Nung Chen Qun Liu 92 23 0 06 Apr 2020
Continual Domain-Tuning for Pretrained Language Models Subendhu Rongali Abhyuday N. Jagannatha Bhanu Pratap Singh Rawat Hong-ye Yu CLL KELM 59 7 0 05 Apr 2020
Any-Shot Sequential Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 166 75 0 05 Apr 2020
Memory-Efficient Incremental Learning Through Feature Adaptation Ahmet Iscen Jeffrey O. Zhang Svetlana Lazebnik Cordelia Schmid CLL VLM 89 165 0 01 Apr 2020
Semantic Drift Compensation for Class-Incremental Learning Lu Yu Bartlomiej Twardowski Xialei Liu Luis Herranz Kai Wang Yongmei Cheng Shangling Jui Joost van de Weijer CLL 111 346 0 01 Apr 2020
Editable Neural Networks A. Sinitsin Vsevolod Plokhotnyuk Dmitriy V. Pyrkin Sergei Popov Artem Babenko KELM 138 183 0 01 Apr 2020
Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation Victor Schmidt Makesh Narsimhan Sreedhar M. Elaraby Irina Rish SSL CLL 61 2 0 31 Mar 2020
Conditional Channel Gated Networks for Task-Aware Continual Learning Davide Abati Jakub M. Tomczak Tijmen Blankevoort Simone Calderara Rita Cucchiara B. Bejnordi CLL 115 187 0 31 Mar 2020
SS-IL: Separated Softmax for Incremental Learning Hongjoon Ahn Jihwan Kwak S. Lim Hyeonsu Bang Hyojun Kim Taesup Moon CLL 174 181 0 31 Mar 2020
Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Sangwon Jung Hongjoon Ahn Sungmin Cha Taesup Moon CLL 109 128 0 30 Mar 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 109 153 0 30 Mar 2020
Disturbance-immune Weight Sharing for Neural Architecture Search Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yong Guo P. Zhao Junzhou Huang Mingkui Tan 89 27 0 29 Mar 2020
iTAML: An Incremental Task-Agnostic Meta-learning Approach Jathushan Rajasegaran Salman Khan Munawar Hayat Fahad Shahbaz Khan M. Shah CLL OOD 159 157 0 25 Mar 2020
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay Fan Zhou Chengtai Cao CLL 85 10 0 22 Mar 2020
Adversarial Continual Learning Sayna Ebrahimi Franziska Meier Roberto Calandra Trevor Darrell Marcus Rohrbach CLL VLM 211 200 0 21 Mar 2020
Few-Shot Learning with Geometric Constraints Hong G Jung Seong-Whan Lee 78 49 0 20 Mar 2020
Online Continual Learning on Sequences G. I. Parisi Vincenzo Lomonaco CLL 61 25 0 20 Mar 2020
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning Sung Whan Yoon Do-Yeon Kim Jun Seo Jaekyun Moon CLL 254 46 0 19 Mar 2020
Lifelong Learning with Searchable Extension Units Wenjin Wang Yunqing Hu Yin Zhang KELM CLL 121 3 0 19 Mar 2020
The State of Lifelong Learning in Service Robots: Current Bottlenecks in Object Perception and Manipulation S. Kasaei J. Melsen Floris van Beers Christiaan Steenkist K. Vončina 88 12 0 18 Mar 2020
Incremental Object Detection via Meta-Learning K. J. Joseph Jathushan Rajasegaran Salman Khan Fahad Shahbaz Khan V. Balasubramanian ObjD CLL VLM 237 104 0 17 Mar 2020
Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks Sina Ghiassian Banafsheh Rafiee Y. Lo Adam White 66 32 0 16 Mar 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 285 151 0 16 Mar 2020
Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft Christian Scheller Yanick Schraner Manfred Vogel 84 27 0 12 Mar 2020
Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning Massimo Caccia Pau Rodríguez López O. Ostapenko Fabrice Normandin Min Lin ... I. Laradji Irina Rish Alexande Lacoste David Vazquez Laurent Charlin CLL KELM 99 66 0 12 Mar 2020
Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay Qicheng Lao Xiang Jiang Mohammad Havaei Yoshua Bengio VLM 70 33 0 09 Mar 2020
FoCL: Feature-Oriented Continual Learning for Generative Models Qicheng Lao Mehrzad Mortazavi Marzieh S. Tahaei Francis Dutil T. Fevens Mohammad Havaei CLL 78 15 0 09 Mar 2020
Synaptic Metaplasticity in Binarized Neural Networks Axel Laborieux M. Ernoult T. Hirtzlin D. Querlioz CLL 107 65 0 07 Mar 2020
Federated Continual Learning with Weighted Inter-client Transfer Jaehong Yoon Wonyoung Jeong Giwoong Lee Eunho Yang Sung Ju Hwang FedML 185 213 0 06 Mar 2020
Triple Memory Networks: a Brain-Inspired Method for Continual Learning Liyuan Wang Bo Lei Qian Li Hang Su Jun Zhu Yi Zhong AAML 77 43 0 06 Mar 2020
On Catastrophic Interference in Atari 2600 Games W. Fedus Dibya Ghosh John D. Martin Marc G. Bellemare Yoshua Bengio Hugo Larochelle 87 27 0 28 Feb 2020
Cognitively-Inspired Model for Incremental Learning Using a Few Examples Ali Ayub Alan Wagner CLL 67 3 0 27 Feb 2020
A Free-Energy Principle for Representation Learning Yansong Gao Pratik Chaudhari DRL 65 9 0 27 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 86 44 0 27 Feb 2020
Review, Analysis and Design of a Comprehensive Deep Reinforcement Learning Framework Ngoc Duy Nguyen Thanh Thi Nguyen Hai V. Nguyen Doug Creighton S. Nahavandi 175 4 0 27 Feb 2020
Training Binary Neural Networks using the Bayesian Learning Rule Xiangming Meng Roman Bachmann Mohammad Emtiyaz Khan BDL MQ 117 43 0 25 Feb 2020
Machine Translation System Selection from Bandit Feedback Jason Naradowsky Xuan Zhang Kevin Duh OffRL 68 8 0 22 Feb 2020
Learning to Continually Learn Shawn L. E. Beaulieu Lapo Frati Thomas Miconi Joel Lehman Kenneth O. Stanley Jeff Clune Nick Cheney KELM CLL 120 148 0 21 Feb 2020
Using Hindsight to Anchor Past Knowledge in Continual Learning Arslan Chaudhry Albert Gordo P. Dokania Philip Torr David Lopez-Paz KELM CLL 116 237 0 19 Feb 2020
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks Muhammad Umer Glenn Dawson R. Polikar AAML 49 17 0 17 Feb 2020