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Continual Learning

1895 directly classified papers

Papers per year

Papers

Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
Continual Learning on Noisy Data Streams via Self-Purified Replay ICCV 2021
Detection and Continual Learning of Novel Face Presentation Attacks ICCV 2021
Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process ICCV 2021
Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021
Few-Shot and Continual Learning With Attentive Independent Mechanisms ICCV 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Class-Incremental Instance Segmentation via Multi-Teacher Networks AAAI 2021
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing AAAI 2021
DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021
Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL ICML 2021
Continuous Coordination As a Realistic Scenario for Lifelong Learning ICML 2021
Wanderlust: Online Continual Object Detection in the Real World ICCV 2021
RECALL: Replay-Based Continual Learning in Semantic Segmentation ICCV 2021
Else-Net: Elastic Semantic Network for Continual Action Recognition From Skeleton Data ICCV 2021
Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations ICCV 2021
Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021
Overcoming Catastrophic Forgetting by Bayesian Generative Regularization ICML 2021
Striking a Balance Between Stability and Plasticity for Class-Incremental Learning ICCV 2021
SS-IL: Separated Softmax for Incremental Learning ICCV 2021