Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available Model Fusion via Optimal Transport Oct 12, 2019 Continual Learning model
Code Code Available Continual Learning Using Bayesian Neural Networks Oct 9, 2019 Continual Learning Time Series Analysis
— Unverified Biologically-Inspired Spatial Neural Networks Oct 7, 2019 Continual Learning
— Unverified Continual Learning in Neural Networks Oct 7, 2019 Continual Learning Object Recognition
Code Code Available AMP: Adaptive Masked Proxies for Few-Shot Segmentation Oct 1, 2019 Continual Learning Few-Shot Semantic Segmentation
Code Code Available Continual Density Ratio Estimation (CDRE): A new method for evaluating generative models in continual learning Sep 25, 2019 Continual Learning Density Ratio Estimation
— Unverified Online Learned Continual Compression with Stacked Quantization Modules Sep 25, 2019 Continual Learning Quantization
— Unverified HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING Sep 25, 2019 Continual Learning Deep Reinforcement Learning
— Unverified Continual Learning with Delayed Feedback Sep 25, 2019 Continual Learning
— Unverified Continual Learning using the SHDL Framework with Skewed Replay Distributions Sep 25, 2019 Continual Learning
— Unverified Continual Learning via Principal Components Projection Sep 25, 2019 Continual Learning Lifelong learning
— Unverified Isolating Latent Structure with Cross-population Variational Autoencoders Sep 25, 2019 Continual Learning Denoising
— Unverified Revisiting Gradient Episodic Memory for Continual Learning Sep 25, 2019 Continual Learning Transfer Learning
— Unverified Prototype Recalls for Continual Learning Sep 25, 2019 Continual Learning Metric Learning
— Unverified Differentiable Hebbian Consolidation for Continual Learning Sep 25, 2019 Continual Learning Permuted-MNIST
— Unverified Regularizing Trajectories to Mitigate Catastrophic Forgetting Sep 25, 2019 Continual Learning
— Unverified OvA-INN: Continual Learning with Invertible Neural Networks Sep 25, 2019 Continual Learning
— Unverified Discriminative Variational Autoencoder for Continual Learning with Generative Replay Sep 25, 2019 Continual Learning Permuted-MNIST
— Unverified Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments Sep 25, 2019 blind source separation Classification
— Unverified Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning Sep 22, 2019 Continual Learning Deep Reinforcement Learning
Code Code Available ContCap: A scalable framework for continual image captioning Sep 19, 2019 Continual Learning Image Captioning
Code Code Available A continual learning survey: Defying forgetting in classification tasks Sep 18, 2019 Classification Continual Learning
Code Code Available Neural Architecture Search for Class-incremental Learning Sep 14, 2019 AutoML class-incremental learning
— Unverified Efficient Continual Learning in Neural Networks with Embedding Regularization Sep 9, 2019 Continual Learning Lifelong learning
Code Code Available LAMOL: LAnguage MOdeling for Lifelong Language Learning Sep 7, 2019 Continual Learning Language Modeling
Code Code Available BooVAE: Boosting Approach for Continual Learning of VAE Aug 30, 2019 Continual Learning Diversity
Code Code Available Self-reinforcing Unsupervised Matching Aug 23, 2019 Continual Learning Diversity
— Unverified Spiking Neural Predictive Coding for Continual Learning from Data Streams Aug 23, 2019 Continual Learning
— Unverified Online Continual Learning with Maximally Interfered Retrieval Aug 11, 2019 Continual Learning Retrieval
Code Code Available Continual Learning by Asymmetric Loss Approximation with Single-Side Overestimation Aug 8, 2019 Continual Learning
— Unverified Visualizing the PHATE of Neural Networks Aug 7, 2019 Continual Learning Dimensionality Reduction
Code Code Available Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning Aug 2, 2019 Continual Learning Friction
— Unverified Toward Understanding Catastrophic Forgetting in Continual Learning Aug 2, 2019 Continual Learning
— Unverified Continual Learning via Online Leverage Score Sampling Aug 1, 2019 Computational Efficiency Continual Learning
— Unverified Lifelong GAN: Continual Learning for Conditional Image Generation Jul 23, 2019 Conditional Image Generation Continual Learning
— Unverified Autoencoder-Based Incremental Class Learning without Retraining on Old Data Jul 18, 2019 Continual Learning General Classification
— Unverified Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners Jul 13, 2019 Continual Learning Motion Planning
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 Rethinking Continual Learning for Autonomous Agents and Robots Jul 2, 2019 Continual Learning Transfer Learning
— Unverified Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning Jul 1, 2019 Continual Learning Variational Inference
Code Code Available Continual Learning for Robotics: Definition, Framework, Learning Strategies, Opportunities and Challenges Jun 29, 2019 BIG-bench Machine Learning Continual Learning
— Unverified NetTailor: Tuning the Architecture, Not Just the Weights Jun 29, 2019 Continual Learning Object Recognition
Code Code Available Beneficial perturbation network for continual learning Jun 22, 2019 Continual Learning
— Unverified Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes Jun 18, 2019 Active Learning Continual Learning
Code Code Available Conditional Computation for Continual Learning Jun 16, 2019 Continual Learning
— Unverified Continual and Multi-Task Architecture Search Jun 12, 2019 Continual Learning General Classification
Code Code Available Task Agnostic Continual Learning via Meta Learning Jun 12, 2019 Continual Learning Meta-Learning
— Unverified Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer Jun 11, 2019 Continual Learning reinforcement-learning
— Unverified Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning Jun 10, 2019 Age And Gender Classification Continual Learning
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