Title
Coresets via Bilevel Optimization for Continual Learning and Streaming Zalan Borsos Mojmír Mutný Andreas Krause CLL 115 241 0 06 Jun 2020
Brain-inspired global-local learning incorporated with neuromorphic computing Yujie Wu R. Zhao Jun Zhu F. Chen Mingkun Xu ... Hao Zheng Jing Pei Youhui Zhang Mingguo Zhao Luping Shi 82 89 0 05 Jun 2020
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval Lim Chen Zhiwen Tang G. Yang 62 10 0 05 Jun 2020
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders Damian Campo Giulia Slavic Mohamad Baydoun L. Marcenaro C. Regazzoni CLL BDL 34 3 0 02 Jun 2020
Artificial neural networks for neuroscientists: A primer G. R. Yang Xiao-Jing Wang 114 255 0 01 Jun 2020
Machine Learning for Condensed Matter Physics Edwin Bedolla L. C. Padierna R. Castañeda-Priego AI4CE 84 68 0 28 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 89 66 0 26 May 2020
A reinforcement learning approach to rare trajectory sampling Dominic C. Rose Jamie F. Mair J. P. Garrahan 94 52 0 26 May 2020
Continual Local Training for Better Initialization of Federated Models Xin Yao Lifeng Sun FedML 67 72 0 26 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 165 185 0 21 May 2020
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition Dongwei Jiang Wubo Li Ruixiong Zhang Miao Cao Ne Luo Yang Han Wei Zou Xiangang Li SSL 79 29 0 20 May 2020
Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models G. Schillaci L. Miranda Uwe Schmidt CLL 39 9 0 19 May 2020
Controlled Language and Baby Turing Test for General Conversational Intelligence Anton Kolonin ELM 26 1 0 19 May 2020
Self-Supervised Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wang Yingdian Cao Fei Xue Zike Yan H. Zha TTA 65 72 0 13 May 2020
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels Marvin Klingner Andreas Bär Philipp Donn Tim Fingscheidt CLL 169 45 0 12 May 2020
Neural Polysynthetic Language Modelling Lane Schwartz Francis M. Tyers Lori S. Levin Christo Kirov Patrick Littell ... Vasilisa Andriyanets Aldrian Obaja Muis Naoki Otani J. Park Zhisong Zhang 73 24 0 11 May 2020
Continual Learning Using Multi-view Task Conditional Neural Networks Honglin Li Payam Barnaghi Shirin Enshaeifar F. Ganz CLL 58 1 0 08 May 2020
Incremental Few-Shot Object Detection for Robotics Yiting Li H. Zhu Sichao Tian Fan Feng Jun Ma C. Teo Cheng Xiang P. Vadakkepat T. Lee ObjD CLL 98 11 0 06 May 2020
Explaining How Deep Neural Networks Forget by Deep Visualization Giang Nguyen Shuan Chen Tae Joon Jun Daeyoung Kim AAML 83 10 0 03 May 2020
Physical reservoir computing -- An introductory perspective Kohei Nakajima 99 313 0 03 May 2020
Sources of Transfer in Multilingual Named Entity Recognition David Mueller Nicholas Andrews Mark Dredze 55 21 0 02 May 2020
A neural network walks into a lab: towards using deep nets as models for human behavior Wei-Ying Ma B. Peters HAI AI4CE 96 55 0 02 May 2020
Visually Grounded Continual Learning of Compositional Phrases Xisen Jin Junyi Du Arka Sadhu Ram Nevatia Xiang Ren CLL 86 4 0 02 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 90 197 0 01 May 2020
Addressing Catastrophic Forgetting in Few-Shot Problems Pauching Yap H. Ritter David Barber CLL BDL 108 19 0 30 Apr 2020
Importance Driven Continual Learning for Segmentation Across Domains S. Özgün Anne-Marie Rickmann Abhijit Guha Roy Christian Wachinger OOD CLL 67 33 0 30 Apr 2020
Consistent Video Depth Estimation Xuan Luo Jia-Bin Huang Richard Szeliski Kevin Blackburn-Matzen Johannes Kopf 3DV MDE 98 338 0 30 Apr 2020
Don't Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings Phillip Keung Y. Lu Julian Salazar Vikas Bhardwaj 93 14 0 30 Apr 2020
Elastic weight consolidation for better bias inoculation James Thorne Andreas Vlachos 54 11 0 29 Apr 2020
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Zihan Liu Genta Indra Winata Andrea Madotto Pascale Fung CLL 92 18 0 29 Apr 2020
Neural Network Retraining for Model Serving Diego Klabjan Xiaofeng Zhu CLL 97 10 0 29 Apr 2020
Continual Deep Learning by Functional Regularisation of Memorable Past Pingbo Pan S. Swaroop Alexander Immer Runa Eschenhagen Richard Turner Mohammad Emtiyaz Khan KELM CLL 109 144 0 29 Apr 2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Arthur Douillard Matthieu Cord Charles Ollion Thomas Robert Eduardo Valle CLL 74 6 0 28 Apr 2020
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models Shilin He Xing Wang Shuming Shi Michael R. Lyu Zhaopeng Tu 81 5 0 28 Apr 2020
Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks You-Cheng Huang Tangchen Wei Jundong Zhou Chunxin Yang CLL 18 0 0 27 Apr 2020
Natural Way to Overcome the Catastrophic Forgetting in Neural Networks Alexey Kutalev CLL 44 8 0 27 Apr 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting Sanyuan Chen Yutai Hou Yiming Cui Wanxiang Che Ting Liu Xiangzhan Yu KELM CLL 157 226 0 27 Apr 2020
IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Qi She Fan Feng Qi Liu Rosa H. M. Chan Xinyue Hao ... Di Xie Yangsheng Xu Lin Yang Qiaoyong Zhong Liguang Zhou 33 2 0 26 Apr 2020
A Tailored Pre-Training Model for Task-Oriented Dialog Generation Jing Gu Qingyang Wu Chongruo Wu Weiyan Shi Zhou Yu 78 19 0 24 Apr 2020
Dropout as an Implicit Gating Mechanism For Continual Learning Seyed Iman Mirzadeh Mehrdad Farajtabar H. Ghasemzadeh CLL 74 43 0 24 Apr 2020
Few-Shot Class-Incremental Learning Xiaoyu Tao Xiaopeng Hong Xinyuan Chang Songlin Dong Xing Wei Yihong Gong CLL 123 419 0 23 Apr 2020
Continual Learning of Object Instances Kishan Parshotam Mert Kilickaya CLL 61 4 0 22 Apr 2020
Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors Nikhil Mehta Kevin J. Liang Vinay K Verma Lawrence Carin CLL 110 5 0 21 Apr 2020
Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media Payam Karisani Joyce C. Ho Eugene Agichtein 49 15 0 21 Apr 2020
EGFC: Evolving Gaussian Fuzzy Classifier from Never-Ending Semi-Supervised Data Streams -- With Application to Power Quality Disturbance Detection and Classification Daniel F Leite Leticia Decker Marcio Santana P. Souza 35 16 0 17 Apr 2020
Continual Reinforcement Learning with Multi-Timescale Replay Christos Kaplanis Claudia Clopath Murray Shanahan CLL 69 15 0 16 Apr 2020
Continual Learning with Extended Kronecker-factored Approximate Curvature Janghyeon Lee H. Hong Donggyu Joo Junmo Kim CLL 131 56 0 16 Apr 2020
Dark Experience for General Continual Learning: a Strong, Simple Baseline Pietro Buzzega Matteo Boschini Angelo Porrello Davide Abati Simone Calderara BDL CLL 114 929 0 15 Apr 2020
Continual Learning for Anomaly Detection in Surveillance Videos Keval Doshi Y. Yilmaz 407 110 0 15 Apr 2020
Defining Benchmarks for Continual Few-Shot Learning Antreas Antoniou Massimiliano Patacchiola Mateusz Ochal Amos Storkey 61 38 0 15 Apr 2020