Learning Causal Models Online Jun 12, 2020 Continual Learning
Code Code Available CPR: Classifier-Projection Regularization for Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Understanding the Role of Training Regimes in Continual Learning Jun 12, 2020 Continual Learning
Code Code Available Unifying Regularisation Methods for Continual Learning Jun 11, 2020 Continual Learning
Code Code Available Dataset Condensation with Gradient Matching Jun 10, 2020 Continual Learning Dataset Condensation
Code Code Available Variational Auto-Regressive Gaussian Processes for Continual Learning Jun 9, 2020 Bayesian Inference Continual Learning
Code Code Available Coresets via Bilevel Optimization for Continual Learning and Streaming Jun 6, 2020 Bilevel Optimization Continual Learning
Code Code Available Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization Jun 1, 2020 Computational Efficiency Continual Learning
Code Code Available Visually Grounded Continual Learning of Compositional Phrases May 2, 2020 Continual Learning Grounded language learning
Code Code Available Compositional Language Continual Learning May 1, 2020 Continual Learning Machine Translation
Code Code Available Importance Driven Continual Learning for Segmentation Across Domains Apr 30, 2020 Brain Segmentation Continual Learning
Code Code Available PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Apr 28, 2020 Class Incremental Learning Continual Learning
Code Code Available Dropout as an Implicit Gating Mechanism For Continual Learning Apr 24, 2020 Continual Learning
Code Code Available Continual Learning of Object Instances Apr 22, 2020 Continual Learning Metric Learning
Code Code Available Generative Feature Replay For Class-Incremental Learning Apr 20, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Reinforcement Learning with Multi-Timescale Replay Apr 16, 2020 Continual Learning continuous-control
Code Code Available Defining Benchmarks for Continual Few-Shot Learning Apr 15, 2020 continual few-shot learning Continual Learning
Code Code Available Dark Experience for General Continual Learning: a Strong, Simple Baseline Apr 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Gated Incremental Memories for sequential data processing Apr 8, 2020 Continual Learning Reinforcement Learning
Code Code Available Conditional Channel Gated Networks for Task-Aware Continual Learning Mar 31, 2020 Continual Learning
Code Code Available Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem Mar 30, 2020 Continual Learning Domain Adaptation
Code Code Available Adversarial Continual Learning Mar 21, 2020 Continual Learning image-classification
Code Code Available Evaluating Logical Generalization in Graph Neural Networks Mar 14, 2020 Continual Learning Diversity
Code Code Available Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning Mar 12, 2020 Continual Learning Meta-Learning
Code Code Available FoCL: Feature-Oriented Continual Learning for Generative Models Mar 9, 2020 Continual Learning Incremental Learning
Code Code Available Federated Continual Learning with Weighted Inter-client Transfer Mar 6, 2020 Continual Learning Federated Learning
Code Code Available Training Binary Neural Networks using the Bayesian Learning Rule Feb 25, 2020 Continual Learning
Code Code Available Mnemonics Training: Multi-Class Incremental Learning without Forgetting Feb 24, 2020 class-incremental learning Class Incremental Learning
Code Code Available Learning to Continually Learn Feb 21, 2020 Continual Learning Lifelong learning
Code Code Available Modeling the Background for Incremental Learning in Semantic Segmentation Feb 3, 2020 Continual Learning Disjoint 10-1
Code Code Available A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Jan 3, 2020 Continual Learning image-classification
Code Code Available Latent Replay for Real-Time Continual Learning Dec 2, 2019 Continual Learning CPU
Code Code Available Online Learned Continual Compression with Adaptive Quantization Modules Nov 19, 2019 Continual Learning Decoder
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches Jul 8, 2019 class-incremental learning Class Incremental Learning
Code Code Available Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes Jun 18, 2019 Active Learning Continual Learning
Code Code Available Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning Jun 10, 2019 Age And Gender Classification Continual Learning
Code Code Available Uncertainty-guided Continual Learning with Bayesian Neural Networks Jun 6, 2019 Continual Learning
Code Code Available Continual learning with hypernetworks Jun 3, 2019 Continual Learning Transfer Learning
Code Code Available Improving and Understanding Variational Continual Learning May 6, 2019 Continual Learning Permuted-MNIST
Code Code Available On Tiny Episodic Memories in Continual Learning Feb 27, 2019 Class Incremental Learning Continual Learning
Code Code Available Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines Oct 30, 2018 Continual Learning L2 Regularization
Code Code Available Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference Oct 29, 2018 Continual Learning Meta-Learning
Code Code Available Efficient parametrization of multi-domain deep neural networks Mar 27, 2018 Continual Learning Transfer Learning
Code Code Available Training and Inference with Integers in Deep Neural Networks Feb 13, 2018 Continual Learning
Code Code Available PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning Nov 15, 2017 Continual Learning Network Pruning
Code Code Available Variational Continual Learning Oct 29, 2017 Continual Learning Variational Inference
Code Code Available Generative and Discriminative Text Classification with Recurrent Neural Networks Mar 6, 2017 Classification Continual Learning
Code Code Available Overcoming catastrophic forgetting in neural networks Dec 2, 2016 Atari Games class-incremental learning
Code Code Available Progressive Neural Networks Jun 15, 2016 Continual Learning reinforcement-learning
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