Bayesian Structure Adaptation for Continual Learning Dec 8, 2019 Continual Learning
Code Code Available Regularization Shortcomings for Continual Learning Dec 6, 2019 Continual Learning Multi-Task Learning
— Unverified Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning Dec 4, 2019 Continual Learning Variational Inference
— Unverified Overcoming Catastrophic Forgetting by Generative Regularization Dec 3, 2019 Bayesian Inference Continual Learning
— Unverified Just Ask:An Interactive Learning Framework for Vision and Language Navigation Dec 2, 2019 Continual Learning Data Augmentation
— Unverified Random Path Selection for Continual Learning Dec 1, 2019 Continual Learning Incremental Learning
Code Code Available Online Continual Learning with Maximal Interfered Retrieval Dec 1, 2019 class-incremental learning Class Incremental Learning
Code Code Available GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal Nov 27, 2019 Atari Games Continual Learning
— Unverified Continual adaptation for efficient machine communication Nov 22, 2019 Continual Learning Language Modeling
Code Code Available A Conceptual Framework for Lifelong Learning Nov 21, 2019 Continual Learning Few-Shot Learning
— Unverified Continual Learning with Adaptive Weights (CLAW) Nov 21, 2019 Continual Learning Transfer Learning
— Unverified Fuzzy Tiling Activations: A Simple Approach to Learning Sparse Representations Online Nov 19, 2019 Continual Learning continuous-control
— Unverified Finding a human-like classifier Nov 13, 2019 Adversarial Robustness Continual Learning
— Unverified Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling Nov 12, 2019 Continual Learning Few-Shot Learning
— Unverified Making Good on LSTMs' Unfulfilled Promise Nov 11, 2019 Continual Learning Decision Making
— Unverified A Progressive Model to Enable Continual Learning for Semantic Slot Filling Nov 1, 2019 Continual Learning slot-filling
— Unverified Continual Multi-task Gaussian Processes Oct 31, 2019 Bayesian Inference Continual Learning
Code Code Available Continual Unsupervised Representation Learning Oct 31, 2019 Continual Learning Reinforcement Learning
— Unverified Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning Oct 24, 2019 Continual Learning image-classification
— Unverified Continual Learning for Infinite Hierarchical Change-Point Detection Oct 22, 2019 Change Point Detection Continual Learning
Code Code Available Orthogonal Gradient Descent for Continual Learning Oct 15, 2019 Continual Learning
— Unverified 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 Continual Learning in Neural Networks Oct 7, 2019 Continual Learning Object Recognition
Code Code Available Biologically-Inspired Spatial Neural Networks Oct 7, 2019 Continual Learning
— Unverified AMP: Adaptive Masked Proxies for Few-Shot Segmentation Oct 1, 2019 Continual Learning Few-Shot Semantic Segmentation
Code Code Available Continual Learning with Delayed Feedback Sep 25, 2019 Continual Learning
— Unverified Regularizing Trajectories to Mitigate Catastrophic Forgetting Sep 25, 2019 Continual Learning
— Unverified Differentiable Hebbian Consolidation for Continual Learning Sep 25, 2019 Continual Learning Permuted-MNIST
— Unverified Prototype Recalls for Continual Learning Sep 25, 2019 Continual Learning Metric 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 Revisiting Gradient Episodic Memory for Continual Learning Sep 25, 2019 Continual Learning Transfer Learning
— Unverified Continual Density Ratio Estimation (CDRE): A new method for evaluating generative models in continual learning Sep 25, 2019 Continual Learning Density Ratio Estimation
— Unverified HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING Sep 25, 2019 Continual Learning Deep Reinforcement Learning
— Unverified OvA-INN: Continual Learning with Invertible Neural Networks Sep 25, 2019 Continual Learning
— Unverified Continual Learning using the SHDL Framework with Skewed Replay Distributions Sep 25, 2019 Continual Learning
— Unverified Isolating Latent Structure with Cross-population Variational Autoencoders Sep 25, 2019 Continual Learning Denoising
— Unverified Online Learned Continual Compression with Stacked Quantization Modules Sep 25, 2019 Continual Learning Quantization
— Unverified Continual Learning via Principal Components Projection Sep 25, 2019 Continual Learning Lifelong learning
— 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 Spiking Neural Predictive Coding for Continual Learning from Data Streams Aug 23, 2019 Continual Learning
— Unverified Self-reinforcing Unsupervised Matching Aug 23, 2019 Continual Learning Diversity
— Unverified Online Continual Learning with Maximally Interfered Retrieval Aug 11, 2019 Continual Learning Retrieval
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