Continual Learning for Fake Audio Detection Apr 15, 2021 Continual Learning Knowledge Distillation
— Unverified Continual learning in cross-modal retrieval Apr 14, 2021 Continual Learning cross-modal alignment
— Unverified Unsupervised Continual Learning Via Pseudo Labels Apr 14, 2021 Clustering Continual Learning
— Unverified Unsupervised Class-Incremental Learning Through Confusion Apr 9, 2021 class-incremental learning Class Incremental Learning
— Unverified Tuned Compositional Feature Replays for Efficient Stream Learning Apr 6, 2021 Continual Learning Image Classification
Code Code Available Understanding Continual Learning Settings with Data Distribution Drift Analysis Apr 4, 2021 BIG-bench Machine Learning Continual Learning
— Unverified Lifelong Knowledge-Enriched Social Event Representation Learning Apr 1, 2021 Continual Learning Representation Learning
— Unverified Rectification-based Knowledge Retention for Continual Learning Mar 30, 2021 Continual Learning Generalized Zero-Shot Learning
— Unverified Continual Speaker Adaptation for Text-to-Speech Synthesis Mar 26, 2021 Continual Learning Diversity
— Unverified Self-Supervised Training Enhances Online Continual Learning Mar 25, 2021 Continual Learning image-classification
— Unverified Balanced softmax cross-entropy for incremental learning with and without memory Mar 23, 2021 class-incremental learning Class Incremental Learning
— Unverified Online Lifelong Generalized Zero-Shot Learning Mar 19, 2021 Continual Learning Generalized Zero-Shot Learning
Code Code Available Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition Mar 15, 2021 Continual Learning Facial Expression Recognition
— Unverified Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition Mar 15, 2021 Continual Learning Facial Expression Recognition
— Unverified Online Learning with Radial Basis Function Networks Mar 15, 2021 Clustering Continual Learning
— Unverified Learning Novel Objects Continually Through Curiosity Mar 13, 2021 Active Learning Continual Learning
— Unverified Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Mar 12, 2021 Continual Learning
— Unverified Towards Continual Learning for Multilingual Machine Translation via Vocabulary Substitution Mar 11, 2021 Continual Learning Machine Translation
— Unverified Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations Mar 10, 2021 Continual Learning Continual Semantic Segmentation
— Unverified 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 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 Learning to Continually Learn Rapidly from Few and Noisy Data Mar 6, 2021 Continual Learning Meta-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 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 Joint Intent Detection And Slot Filling Based on Continual Learning Model Feb 22, 2021 Continual Learning Intent Detection
— Unverified Understanding Catastrophic Forgetting and Remembering in Continual Learning with Optimal Relevance Mapping Feb 22, 2021 Continual Learning
Code Code Available Condensed Composite Memory Continual Learning Feb 19, 2021 Continual Learning
Code Code Available Continual Learning from Synthetic Data for a Humanoid Exercise Robot Feb 19, 2021 Continual Learning
— Unverified DO-GAN: A Double Oracle Framework for Generative Adversarial Networks Feb 17, 2021 Continual Learning
— Unverified Dataset Condensation with Differentiable Siamese Augmentation Feb 16, 2021 Continual Learning Data Augmentation
Code Code Available Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified One-shot learning for the long term: consolidation with an artificial hippocampal algorithm Feb 15, 2021 Continual Learning Few-Shot Learning
— Unverified 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 Continual Learning of Visual Concepts for Robots through Limited Supervision Jan 26, 2021 BIG-bench Machine Learning Continual Learning
— Unverified 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 Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy Jan 25, 2021 Continual Learning Intrusion Detection
— Unverified Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence Jan 22, 2021 Continual Learning Quantization
— Unverified Generative Replay-based Continual Zero-Shot Learning Jan 22, 2021 Continual Learning Zero-Shot Learning
— Unverified Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Jan 15, 2021 Adversarial Robustness Continual Learning
— Unverified 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 ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-supervised Continual Learning Jan 2, 2021 Continual Learning Generative Adversarial Network
— Unverified 