Update Frequently, Update Fast: Retraining Semantic Parsing Systems in a Fraction of Time Oct 15, 2020 Continual Learning Goal-Oriented Dialogue Systems
— Unverified The Effectiveness of Memory Replay in Large Scale Continual Learning Oct 6, 2020 Continual Learning
— Unverified Sequential Changepoint Detection in Neural Networks with Checkpoints Oct 6, 2020 Continual Learning
— Unverified Improving Few-Shot Learning through Multi-task Representation Learning Theory Oct 5, 2020 Continual Learning Few-Shot Learning
Code Code Available Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Oct 2, 2020 Continual Learning Text Generation
— Unverified MADRaS : Multi Agent Driving Simulator Oct 2, 2020 Autonomous Driving Car Racing
— Unverified Task Agnostic Continual Learning Using Online Variational Bayes with Fixed-Point Updates Oct 1, 2020 Continual Learning
Code Code Available Bayesian Meta-reinforcement Learning for Traffic Signal Control Oct 1, 2020 Continual Learning Meta-Learning
— Unverified Sense and Learn: Self-Supervision for Omnipresent Sensors Sep 28, 2020 Continual Learning Few-Shot Learning
— Unverified Discriminative Representation Loss (DRL): A More Efficient Approach than Gradient Re-Projection in Continual Learning Sep 28, 2020 Continual Learning Diversity
— Unverified Beneficial Perturbation Network for designing general adaptive artificial intelligence systems Sep 27, 2020 Continual Learning
— Unverified Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs Sep 24, 2020 Continual Learning Object Recognition
— Unverified Streaming Graph Neural Networks via Continual Learning Sep 23, 2020 Continual Learning Node Classification
— Unverified Instance exploitation for learning temporary concepts from sparsely labeled drifting data streams Sep 20, 2020 Continual Learning
Code Code Available Measuring Information Transfer in Neural Networks Sep 16, 2020 Continual Learning Transfer Learning
— Unverified 3D_DEN: Open-ended 3D Object Recognition using Dynamically Expandable Networks Sep 15, 2020 3D Object Recognition Continual Learning
Code Code Available CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions Sep 14, 2020 Benchmarking Continual Learning
Code Code Available KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning Sep 11, 2020 Continual Learning
— Unverified Routing Networks with Co-training for Continual Learning Sep 9, 2020 Continual Learning
— Unverified A Wholistic View of Continual Learning with Deep Neural Networks: Forgotten Lessons and the Bridge to Active and Open World Learning Sep 3, 2020 Active Learning Continual Learning
— Unverified Compression-aware Continual Learning using Singular Value Decomposition Sep 3, 2020 Continual Learning Model Compression
Code Code Available Continual Domain Adaptation for Machine Reading Comprehension Aug 25, 2020 Continual Learning Domain Adaptation
— Unverified DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping Aug 16, 2020 Continual Learning Object
— Unverified Continual Class Incremental Learning for CT Thoracic Segmentation Aug 12, 2020 class-incremental learning Class Incremental Learning
— Unverified Meta Continual Learning via Dynamic Programming Aug 5, 2020 Continual Learning
Code Code Available A Biologically Plausible Audio-Visual Integration Model for Continual Learning Jul 17, 2020 Continual Learning Lifelong learning
— Unverified Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning Jul 16, 2020 Bayesian Optimization Class Incremental Learning
— Unverified SpaceNet: Make Free Space For Continual Learning Jul 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer Jul 14, 2020 Continual Learning Lifelong learning
— Unverified Disentanglement of Color and Shape Representations for Continual Learning Jul 13, 2020 Continual Learning Disentanglement
— Unverified Graph-Based Continual Learning Jul 9, 2020 Continual Learning
— Unverified Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization Jul 6, 2020 Activity Recognition Continual Learning
— Unverified Pseudo-Rehearsal for Continual Learning with Normalizing Flows Jul 5, 2020 Continual Learning
Code Code Available Continual Learning: Tackling Catastrophic Forgetting in Deep Neural Networks with Replay Processes Jul 1, 2020 Continual Learning
— Unverified Continual Relation Learning via Episodic Memory Activation and Reconsolidation Jul 1, 2020 Continual Learning Relation
— Unverified Enabling Continual Learning with Differentiable Hebbian Plasticity Jun 30, 2020 Continual Learning Permuted-MNIST
— Unverified Continual Learning from the Perspective of Compression Jun 26, 2020 Continual Learning
— Unverified Storing Encoded Episodes as Concepts for Continual Learning Jun 26, 2020 Continual Learning Style Transfer
— Unverified Bookworm continual learning: beyond zero-shot learning and continual learning Jun 26, 2020 Attribute Continual Learning
— Unverified OvA-INN: Continual Learning with Invertible Neural Networks Jun 24, 2020 Continual Learning
— Unverified Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions Jun 22, 2020 Continual Learning
— Unverified Semi-Discriminative Representation Loss for Online Continual Learning Jun 19, 2020 Continual Learning Diversity
Code Code Available Optimization and Generalization of Regularization-Based Continual Learning: a Loss Approximation Viewpoint Jun 19, 2020 Continual Learning
— Unverified Learning to Learn with Feedback and Local Plasticity Jun 16, 2020 Continual Learning Meta-Learning
— Unverified Chaotic Continual Learning Jun 14, 2020 Continual Learning
— Unverified Deep Reinforcement and InfoMax Learning Jun 12, 2020 Continual Learning
Code Code Available Efficient Adaptation for End-to-End Vision-Based Robotic Manipulation Jun 12, 2020 Continual Learning Robotic Grasping
— Unverified Combining Variational Continual Learning with FiLM Layers Jun 12, 2020 Continual Learning
— Unverified Federated and continual learning for classification tasks in a society of devices Jun 12, 2020 Continual Learning Federated Learning
— Unverified Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition Jun 12, 2020 Continual Learning image-classification
— Unverified 