Wanderlust: Online Continual Object Detection in the Real World Aug 25, 2021 Continual Learning Object
Code Code Available Continual Learning for Image-Based Camera Localization Aug 20, 2021 Autonomous Driving Camera Localization
Code Code Available Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
Code Code Available RECALL: Replay-based Continual Learning in Semantic Segmentation Aug 8, 2021 Continual Learning Generative Adversarial Network
Code Code Available Sequoia: A Software Framework to Unify Continual Learning Research Aug 2, 2021 Continual Learning
Code Code Available Few-Shot and Continual Learning with Attentive Independent Mechanisms Jul 29, 2021 Continual Learning Few-Shot Learning
Code Code Available Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation Jul 19, 2021 Continual Learning Continual Semantic Segmentation
Code Code Available Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network Jul 3, 2021 class-incremental learning Class Incremental Learning
Code Code Available Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation Jun 29, 2021 Class Incremental Learning Continual Learning
Code Code Available Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning Jun 11, 2021 Continual Learning
Code Code Available Optimizing Reusable Knowledge for Continual Learning via Metalearning Jun 9, 2021 Continual Learning
Code Code Available Preservation of the Global Knowledge by Not-True Distillation in Federated Learning Jun 6, 2021 Continual Learning Federated Learning
Code Code Available Model Zoo: A Growing "Brain" That Learns Continually Jun 6, 2021 Continual Learning Learning Theory
Code Code Available Same State, Different Task: Continual Reinforcement Learning without Interference Jun 5, 2021 Continual Learning reinforcement-learning
Code Code Available Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available Continual World: A Robotic Benchmark For Continual Reinforcement Learning May 23, 2021 Continual Learning reinforcement-learning
Code Code Available Continual Learning with Echo State Networks May 17, 2021 Continual Learning
Code Code Available Continual Learning via Bit-Level Information Preserving May 10, 2021 Continual Learning Quantization
Code Code Available Self-Improving Semantic Perception for Indoor Localisation May 4, 2021 2D Semantic Segmentation Continual Learning
Code Code Available Learning to Continuously Optimize Wireless Resource in a Dynamic Environment: A Bilevel Optimization Perspective May 3, 2021 Bilevel Optimization Continual Learning
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available Rehearsal revealed: The limits and merits of revisiting samples in continual learning Apr 15, 2021 Continual Learning
Code Code Available Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference Apr 14, 2021 Continual Learning General Classification
Code Code Available From partners to populations: A hierarchical Bayesian account of coordination and convention Apr 12, 2021 Continual Learning
Code Code Available Continual Learning for Text Classification with Information Disentanglement Based Regularization Apr 12, 2021 Continual Learning Disentanglement
Code Code Available New Insights on Reducing Abrupt Representation Change in Online Continual Learning Apr 11, 2021 Continual Learning Metric Learning
Code Code Available C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available Avalanche: an End-to-End Library for Continual Learning Apr 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Rainbow Memory: Continual Learning with a Memory of Diverse Samples Mar 31, 2021 Continual Learning Data Augmentation
Code Code Available Distilled Replay: Overcoming Forgetting through Synthetic Samples Mar 29, 2021 Continual Learning
Code Code Available Efficient Feature Transformations for Discriminative and Generative Continual Learning Mar 25, 2021 Continual Learning
Code Code Available Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Mar 22, 2021 Continual Learning General Classification
Code Code Available Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning Mar 22, 2021 class-incremental learning Class Incremental Learning
Code Code Available Gradient Projection Memory for Continual Learning Mar 17, 2021 Attribute Continual Learning
Code Code Available Training Networks in Null Space of Feature Covariance for Continual Learning Mar 12, 2021 Continual Learning
Code Code Available Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available Posterior Meta-Replay for Continual Learning Mar 1, 2021 Continual Learning
Code Code Available ROAD: The ROad event Awareness Dataset for Autonomous Driving Feb 23, 2021 Action Detection Activity Detection
Code Code Available Continual Learning for Blind Image Quality Assessment Feb 19, 2021 Continual Learning Image Quality Assessment
Code Code Available Essentials for Class Incremental Learning Feb 18, 2021 class-incremental learning Class Incremental Learning
Code Code Available Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks Feb 17, 2021 Continual Learning image-classification
Code Code Available Continuum: Simple Management of Complex Continual Learning Scenarios Feb 11, 2021 Continual Learning Management
Code Code Available Generalising via Meta-Examples for Continual Learning in the Wild Jan 28, 2021 Continual Learning Few-Shot Learning
Code Code Available Self-Attention Meta-Learner for Continual Learning Jan 28, 2021 Continual Learning Split-CIFAR-10
Code Code Available Online Continual Learning in Image Classification: An Empirical Survey Jan 25, 2021 Classification Continual Learning
Code Code Available Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer Jan 23, 2021 Continual Learning Knowledge Distillation
Code Code Available Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Jan 18, 2021 3D Semantic Segmentation Autonomous Driving
Code Code Available The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction Jan 18, 2021 3D Shape Reconstruction Continual Learning
Code Code Available Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
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