Title
Residual Continual Learning Janghyeon Lee Donggyu Joo H. Hong Junmo Kim CLL 140 24 0 17 Feb 2020
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning Yeming Wen Dustin Tran Jimmy Ba OOD FedML UQCV 275 494 0 17 Feb 2020
Regularizing activations in neural networks via distribution matching with the Wasserstein metric Taejong Joo Donggu Kang Byunghoon Kim 78 8 0 13 Feb 2020
Multi-Task Incremental Learning for Object Detection Xialei Liu Hao Yang Avinash Ravichandran Rahul Bhotika Stefano Soatto ObjD VLM CLL 71 12 0 13 Feb 2020
Salvaging Federated Learning by Local Adaptation Tao Yu Eugene Bagdasaryan Vitaly Shmatikov FedML 121 271 0 12 Feb 2020
Machine Learning Approaches For Motor Learning: A Short Review Baptiste Caramiaux Jules Françoise A. Liu Téo Sanchez Frédéric Bevilacqua 57 11 0 11 Feb 2020
Incremental Meta-Learning via Indirect Discriminant Alignment Qing Liu Orchid Majumder Alessandro Achille Avinash Ravichandran Rahul Bhotika Stefano Soatto CLL 55 6 0 11 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 189 557 0 05 Feb 2020
Modeling the Background for Incremental Learning in Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL VLM 105 287 0 03 Feb 2020
Adversarial Incremental Learning Ankur Singh CLL 42 1 0 30 Jan 2020
Uncertainty-based Modulation for Lifelong Learning Andrew P. Brna Ryan C. Brown P. Connolly Stephen B. Simons R. E. Shimizu Mario Aguilar-Simon 54 18 0 27 Jan 2020
Ternary Feature Masks: zero-forgetting for task-incremental learning Marc Masana Tinne Tuytelaars Joost van de Weijer CLL 91 30 0 23 Jan 2020
Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Zijie Zhuang Longhui Wei Lingxi Xie Tianyu Zhang Hengheng Zhang Haozhe Wu H. Ai Qi Tian 40 1 0 23 Jan 2020
SPACE: Structured Compression and Sharing of Representational Space for Continual Learning Gobinda Saha Isha Garg Aayush Ankit Kaushik Roy CLL 70 22 0 23 Jan 2020
Active and Incremental Learning with Weak Supervision C. Brust Christoph Käding Joachim Denzler CLL 58 18 0 20 Jan 2020
Continual Learning for Domain Adaptation in Chest X-ray Classification Matthias Lenga H. Schulz A. Saalbach OOD 93 61 0 16 Jan 2020
Functional Error Correction for Robust Neural Networks Kunping Huang P. Siegel Anxiao Anxiao Jiang 31 26 0 12 Jan 2020
Learning credit assignment Chan Li Haiping Huang 69 7 0 10 Jan 2020
Frosting Weights for Better Continual Training Xiaofeng Zhu Feng Liu Goce Trajcevski Dingding Wang FedML AI4CE CLL 57 5 0 07 Jan 2020
How neural networks find generalizable solutions: Self-tuned annealing in deep learning Yu Feng Y. Tu MLT 62 9 0 06 Jan 2020
Exploring Benefits of Transfer Learning in Neural Machine Translation Tom Kocmi 71 17 0 06 Jan 2020
Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization Giang Nguyen Shuan Chen T. Do Tae Joon Jun Ho-Jin Choi Daeyoung Kim 85 10 0 06 Jan 2020
Think Locally, Act Globally: Federated Learning with Local and Global Representations Paul Pu Liang Terrance Liu Liu Ziyin Nicholas B. Allen Randy P. Auerbach David Brent Ruslan Salakhutdinov Louis-Philippe Morency FedML 147 570 0 06 Jan 2020
Human Action Recognition and Assessment via Deep Neural Network Self-Organization G. I. Parisi 44 8 0 04 Jan 2020
A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Soochan Lee Junsoo Ha Dongsu Zhang Gunhee Kim BDL CLL 116 212 0 03 Jan 2020
Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Jeffrey O. Zhang Alexander Sax Amir Zamir Leonidas Guibas Jitendra Malik 98 28 0 31 Dec 2019
Questions to Guide the Future of Artificial Intelligence Research J. Ott 32 3 0 21 Dec 2019
Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation Jian-wei Peng Bo Tang Jiang Hao Zhuo Li Yinjie Lei Tao R. Lin Haifeng Li AAML CLL 77 38 0 19 Dec 2019
Continuous Meta-Learning without Tasks James Harrison Apoorva Sharma Chelsea Finn Marco Pavone CLL OOD 98 79 0 18 Dec 2019
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion Hongxu Yin Pavlo Molchanov Zhizhong Li J. Álvarez Arun Mallya Derek Hoiem N. Jha Jan Kautz 193 571 0 18 Dec 2019
A Cross-Modal Image Fusion Method Guided by Human Visual Characteristics Aiqing Fang Xinbo Zhao Jiaqi Yang Yanning Zhang 52 6 0 18 Dec 2019
Direction Concentration Learning: Enhancing Congruency in Machine Learning Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 68 12 0 17 Dec 2019
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities K. Sim F. Beaufays Arnaud Benard Dhruv Guliani Andreas Kabel ... P. Zadrazil Harry Zhang Leif T. Johnson Giovanni Motta Lillian Zhou 97 84 0 14 Dec 2019
L3DOC: Lifelong 3D Object Classification Yuyang Liu Yang Cong Gan Sun 3DPC 52 2 0 12 Dec 2019
How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning Lu Li Zhongheng He Xiangyang Zhou Dianhai Yu 63 3 0 10 Dec 2019
Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing Mohammed Amer Tomás Maul 49 6 0 10 Dec 2019
Bayesian Structure Adaptation for Continual Learning Abhishek Kumar Sunabha Chatterjee Piyush Rai CLL BDL 66 30 0 08 Dec 2019
Regularization Shortcomings for Continual Learning Timothée Lesort Andrei Stoian David Filliat CLL 107 50 0 06 Dec 2019
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning Samuel Kessler Vu Nguyen S. Zohren Stephen J. Roberts BDL 102 25 0 04 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 155 332 0 04 Dec 2019
Learning to Recommend via Meta Parameter Partition Liang Zhao Yang Wang Daxiang Dong Hao Tian OffRL CLL 90 7 0 04 Dec 2019
Overcoming Catastrophic Forgetting by Generative Regularization Peiqiu Chen Wei Wei Cho-Jui Hsieh Bo Dai CLL 64 17 0 03 Dec 2019
Adaptive Online Planning for Continual Lifelong Learning Kevin Lu Igor Mordatch Pieter Abbeel OffRL OnRL CLL 97 15 0 03 Dec 2019
Latent Replay for Real-Time Continual Learning Lorenzo Pellegrini G. Graffieti Vincenzo Lomonaco Davide Maltoni CLL 131 167 0 02 Dec 2019
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections Theodora Kontogianni Michael Gygli J. Uijlings V. Ferrari CLL VLM 109 59 0 28 Nov 2019
GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal C. Atkinson B. McCane Lech Szymanski Anthony Robins 49 0 0 27 Nov 2019
A Novel Unsupervised Post-Processing Calibration Method for DNNS with Robustness to Domain Shift A. Mozafari H. Gomes Christian Gagné 32 0 0 25 Nov 2019
A Conceptual Framework for Lifelong Learning Charles X. Ling Tanner A. Bohn CLL 104 3 0 21 Nov 2019
Continual Learning with Adaptive Weights (CLAW) T. Adel Han Zhao Richard Turner CLL 76 73 0 21 Nov 2019
Learning to Control Latent Representations for Few-Shot Learning of Named Entities Omar U. Florez Erik T. Mueller BDL 96 5 0 19 Nov 2019