Title
Deep Generative Dual Memory Network for Continual Learning Nitin Kamra Umang Gupta Yan Liu BDL 109 153 0 28 Oct 2017
Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning Yuhang Song Mai Xu Songyang Zhang Liangyu Huo 83 3 0 27 Oct 2017
Superposed Episodic and Semantic Memory via Sparse Distributed Representation Rod Rinkus Jasmin Léveillé 37 2 0 21 Oct 2017
Bayesian Hypernetworks David M. Krueger Chin-Wei Huang Riashat Islam Ryan Turner Alexandre Lacoste Aaron Courville UQCV BDL 91 139 0 13 Oct 2017
Multi-task Learning with Gradient Guided Policy Specialization Wenhao Yu Chenxi Liu Greg Turk 35 2 0 23 Sep 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 521 2,250 0 22 Sep 2017
Deep Learning for Video Game Playing Niels Justesen Philip Bontrager Julian Togelius S. Risi VLM 115 208 0 25 Aug 2017
Incremental Learning of Object Detectors without Catastrophic Forgetting K. Shmelkov Cordelia Schmid Alahari Karteek ObjD 150 522 0 23 Aug 2017
A Capacity Scaling Law for Artificial Neural Networks Gerald Friedland M. M. Krell 85 17 0 20 Aug 2017
Software engineering and the SP Theory of Intelligence J. Wolff 48 20 0 18 Aug 2017
General AI Challenge - Round One: Gradual Learning Jan Feyereisl Matej Nikl Martin Poliak Martin Stránský M. Vlasak CLL AI4CE 37 1 0 17 Aug 2017
Measuring Catastrophic Forgetting in Neural Networks Ronald Kemker Marc McClure Angelina Abitino Tyler L. Hayes Christopher Kanan CLL 135 728 0 07 Aug 2017
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 214 1,233 0 04 Aug 2017
Regularization techniques for fine-tuning in neural machine translation Antonio Valerio Miceli Barone Barry Haddow Ulrich Germann Rico Sennrich 97 108 0 31 Jul 2017
A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors Marc Pickett Ayush Sekhari James Davidson BDL MLT 46 0 0 13 Jul 2017
Labeled Memory Networks for Online Model Adaptation Shiv Shankar Sunita Sarawagi KELM 104 3 0 05 Jul 2017
A Roadmap for the Development of the "SP Machine" for Artificial Intelligence Vasile Palade 42 3 0 28 Jun 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 453 2,752 0 26 Jun 2017
A Useful Motif for Flexible Task Learning in an Embodied Two-Dimensional Visual Environment Kevin T. Feigelis Daniel L. K. Yamins 38 0 0 22 Jun 2017
Scalable Co-Optimization of Morphology and Control in Embodied Machines Nick Cheney Josh Bongard Vytas SunSpiral Hod Lipson 94 106 0 19 Jun 2017
Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Nick Erickson Qi Zhao CLL OffRL 432 2 0 19 Jun 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules Danijar Hafner A. Irpan James Davidson N. Heess 59 9 0 18 Jun 2017
Neural Domain Adaptation for Biomedical Question Answering Georg Wiese Dirk Weissenborn Mariana Neves MedIm OOD 102 113 0 12 Jun 2017
Towards Synthesizing Complex Programs from Input-Output Examples Xinyun Chen Chang-rui Liu Basel Alomair NAI 99 11 0 05 Jun 2017
Lifelong Generative Modeling Jason Ramapuram Magda Gregorova Alexandros Kalousis BDL CLL 152 120 0 27 May 2017
Jointly Learning Sentence Embeddings and Syntax with Unsupervised Tree-LSTMs Jean Maillard S. Clark Dani Yogatama 84 89 0 25 May 2017
Continual Learning with Deep Generative Replay Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim KELM CLL 144 2,095 0 24 May 2017
Continual Learning in Generative Adversarial Nets Ari Seff Alex Beatson Daniel Suo Han Liu GAN 87 133 0 23 May 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 228 940 0 22 May 2017
Shallow Updates for Deep Reinforcement Learning Nir Levine Tom Zahavy D. Mankowitz Aviv Tamar Shie Mannor OffRL 90 48 0 21 May 2017
Diffusion-based neuromodulation can eliminate catastrophic forgetting in simple neural networks Roby Velez Jeff Clune DiffM 88 50 0 20 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics Alex Kendall Y. Gal R. Cipolla 3DH 347 3,145 0 19 May 2017
Incremental Learning Through Deep Adaptation Amir Rosenfeld John K. Tsotsos CLL 85 280 0 11 May 2017
CORe50: a New Dataset and Benchmark for Continuous Object Recognition Vincenzo Lomonaco Davide Maltoni 209 496 0 09 May 2017
Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections David Isele Akansel Cosgun K. Fujimura 38 11 0 02 May 2017
A Strategy for an Uncompromising Incremental Learner Ragav Venkatesan Hemanth Venkateswara S. Panchanathan Baoxin Li CLL 102 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 116 137 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 107 680 0 24 Mar 2017
Continual Learning Through Synaptic Intelligence Friedemann Zenke Ben Poole Surya Ganguli 114 51 0 13 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 1.3K 12,024 0 09 Mar 2017
Generative and Discriminative Text Classification with Recurrent Neural Networks Dani Yogatama Chris Dyer Wang Ling Phil Blunsom 100 200 0 06 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 126 1,073 0 02 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 379 1,551 0 25 Jan 2017
iCaRL: Incremental Classifier and Representation Learning Sylvestre-Alvise Rebuffi Alexander Kolesnikov G. Sperl Christoph H. Lampert CLL OOD 345 3,799 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 166 677 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 97 6 0 17 Aug 2016
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 520 4,461 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 207 70 0 31 Dec 2015