Title
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 126 3,085 0 19 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 24 276 0 11 May 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition Vincenzo Lomonaco Davide Maltoni 37 490 0 09 May 2017
Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections David Isele Akansel Cosgun K. Fujimura 19 11 0 02 May 2017
A Strategy for an Uncompromising Incremental Learner Ragav Venkatesan Hemanth Venkateswara S. Panchanathan Baoxin Li CLL 40 41 0 02 May 2017
Born to Learn: the Inspiration, Progress, and Future of Evolved Plastic Artificial Neural Networks Andrea Soltoggio Kenneth O. Stanley S. Risi AI4CE 47 137 0 30 Mar 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee Jin-Hwa Kim Jaehyun Jun Jung-Woo Ha Byoung-Tak Zhang CLL 30 670 0 24 Mar 2017
Continual Learning Through Synaptic Intelligence Friedemann Zenke Ben Poole Surya Ganguli 42 51 0 13 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 658 11,762 0 09 Mar 2017
Generative and Discriminative Text Classification with Recurrent Neural Networks Dani Yogatama Chris Dyer Wang Ling Phil Blunsom 27 197 0 06 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 55 1,061 0 02 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 121 1,508 0 25 Jan 2017
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 63 3,694 0 23 Nov 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 84 673 0 07 Sep 2016
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems Zachary Chase Lipton Xiujun Li Jianfeng Gao Lihong Li Faisal Ahmed Li Deng 40 6 0 17 Aug 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 154 4,338 0 29 Jun 2016
Distributed Bayesian Learning with Stochastic Natural-gradient Expectation Propagation and the Posterior Server Leonard Hasenclever Stefan Webb Thibaut Lienart Sebastian J. Vollmer Balaji Lakshminarayanan Charles Blundell Yee Whye Teh BDL 36 70 0 31 Dec 2015