Continual Density Ratio Estimation in an Online Setting Mar 9, 2021 Continual Learning Decision Making
— Unverified Continual Developmental Neurosimulation Using Embodied Computational Agents Mar 7, 2021 Active Learning Continual Learning
Code Code Available Learning to Continually Learn Rapidly from Few and Noisy Data Mar 6, 2021 Continual Learning Meta-Learning
Code Code Available Selective Replay Enhances Learning in Online Continual Analogical Reasoning Mar 6, 2021 Continual Learning image-classification
Code Code Available CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks Mar 6, 2021 Continual Learning
— Unverified Continuous Coordination As a Realistic Scenario for Lifelong Learning Mar 4, 2021 Continual Learning Deep Reinforcement Learning
Code Code Available Cross-Gradient Aggregation for Decentralized Learning from Non-IID data Mar 2, 2021 Continual Learning
Code Code Available Multi-label Classification via Adaptive Resonance Theory-based Clustering Mar 2, 2021 Classification Clustering
Code Code Available Few-Shot Lifelong Learning Mar 1, 2021 Continual Learning Lifelong learning
— Unverified Posterior Meta-Replay for Continual Learning Mar 1, 2021 Continual Learning
Code Code Available SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments Feb 28, 2021 Avg Continual Learning
— Unverified On regret bounds for continual single-index learning Feb 25, 2021 Continual Learning
— Unverified ROAD: The ROad event Awareness Dataset for Autonomous Driving Feb 23, 2021 Action Detection Activity Detection
Code Code Available Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping Feb 22, 2021 Continual Learning
Code Code Available Joint Intent Detection And Slot Filling Based on Continual Learning Model Feb 22, 2021 Continual Learning Intent Detection
— Unverified Condensed Composite Memory Continual Learning Feb 19, 2021 Continual Learning
Code Code Available Continual Learning for Blind Image Quality Assessment Feb 19, 2021 Continual Learning Image Quality Assessment
Code Code Available Continual Learning from Synthetic Data for a Humanoid Exercise Robot Feb 19, 2021 Continual Learning
— Unverified 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 DO-GAN: A Double Oracle Framework for Generative Adversarial Networks Feb 17, 2021 Continual Learning
— Unverified Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified Dataset Condensation with Differentiable Siamese Augmentation Feb 16, 2021 Continual Learning Data Augmentation
Code Code Available One-shot learning for the long term: consolidation with an artificial hippocampal algorithm Feb 15, 2021 Continual Learning Few-Shot Learning
— Unverified Continuum: Simple Management of Complex Continual Learning Scenarios Feb 11, 2021 Continual Learning Management
Code Code Available Reproducibility Report: La-MAML: Look-ahead Meta Learning for Continual Learning Feb 11, 2021 Continual Learning Meta-Learning
Code Code Available Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL) Feb 7, 2021 Continual Learning Generalized Zero-Shot Learning
Code Code Available How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation Feb 4, 2021 Continual Learning Lifelong learning
Code Code Available [Re] Training Binary Neural Networks using the Bayesian Learning Rule Jan 31, 2021 Continual Learning Semantic Segmentation
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 Continual Learning of Visual Concepts for Robots through Limited Supervision Jan 26, 2021 BIG-bench Machine Learning Continual Learning
— Unverified Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy Jan 25, 2021 Continual Learning Intrusion Detection
— Unverified Online Continual Learning in Image Classification: An Empirical Survey Jan 25, 2021 Classification Continual Learning
Code Code Available Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey Jan 25, 2021 Anomaly Detection BIG-bench Machine Learning
— Unverified Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer Jan 23, 2021 Continual Learning Knowledge Distillation
Code Code Available Generative Replay-based Continual Zero-Shot Learning Jan 22, 2021 Continual Learning Zero-Shot Learning
— Unverified Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence Jan 22, 2021 Continual Learning Quantization
— Unverified The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction Jan 18, 2021 3D Shape Reconstruction Continual Learning
Code Code Available Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Jan 18, 2021 3D Semantic Segmentation Autonomous Driving
Code Code Available Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
Code Code Available Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified Continual Learning of Knowledge Graph Embeddings Jan 14, 2021 Continual Learning Graph Embedding
Code Code Available EEC: Learning to Encode and Regenerate Images for Continual Learning Jan 13, 2021 Continual Learning Style Transfer
Code Code Available CLeaR: An Adaptive Continual Learning Framework for Regression Tasks Jan 4, 2021 Continual Learning Incremental Learning
— Unverified Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing Jan 2, 2021 Anomaly Detection Continual Learning
— Unverified ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning Jan 2, 2021 Continual Learning Generative Adversarial Network
— Unverified Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available Continual learning with neural activation importance Jan 1, 2021 Continual Learning
— Unverified Meta-Continual Learning Via Dynamic Programming Jan 1, 2021 Continual Learning
— Unverified 