Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification Apr 26, 2022 Continual Learning Federated Learning
— Unverified ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems Apr 24, 2022 Continual Learning Recommendation Systems
— Unverified GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV Apr 23, 2022 Anomaly Detection Continual Learning
— Unverified Memory Bounds for Continual Learning Apr 22, 2022 Continual Learning Lifelong learning
— Unverified Alleviating Representational Shift for Continual Fine-tuning Apr 22, 2022 Continual Learning
Code Code Available Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning Apr 16, 2022 Continual Learning Deep Reinforcement Learning
— Unverified Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals Apr 15, 2022 Continual Learning
— Unverified The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer Apr 13, 2022 Continual Learning Cross-Lingual Transfer
Code Code Available Out-Of-Distribution Detection In Unsupervised Continual Learning Apr 12, 2022 Continual Learning image-classification
— Unverified Generative Negative Replay for Continual Learning Apr 12, 2022 Continual Learning
— Unverified Dynamic Dialogue Policy for Continual Reinforcement Learning Apr 12, 2022 Continual Learning reinforcement-learning
— Unverified CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection Apr 11, 2022 Continual Learning Few-Shot Object Detection
— Unverified Information-theoretic Online Memory Selection for Continual Learning Apr 10, 2022 Continual Learning
— Unverified Edge Continual Learning for Dynamic Digital Twins over Wireless Networks Apr 10, 2022 Continual Learning
— Unverified Learning to Modulate Random Weights: Neuromodulation-inspired Neural Networks For Efficient Continual Learning Apr 8, 2022 Computational Efficiency Continual Learning
Code Code Available General Incremental Learning with Domain-aware Categorical Representations Apr 8, 2022 class-incremental learning Class Incremental Learning
— Unverified Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting Apr 5, 2022 Continual Learning
— Unverified Revisiting a kNN-based Image Classification System with High-capacity Storage Apr 3, 2022 Classification Continual Learning
— Unverified A Closer Look at Rehearsal-Free Continual Learning Mar 31, 2022 Continual Learning Knowledge Distillation
— Unverified Gradient-Matching Coresets for Rehearsal-Based Continual Learning Mar 28, 2022 Continual Learning Management
— Unverified Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions Mar 27, 2022 Continual Learning
— Unverified Quantum continual learning of quantum data realizing knowledge backward transfer Mar 26, 2022 BIG-bench Machine Learning Continual Learning
— Unverified Class-Incremental Learning for Action Recognition in Videos Mar 25, 2022 Action Recognition Action Recognition In Videos
— Unverified Tackling Online One-Class Incremental Learning by Removing Negative Contrasts Mar 24, 2022 class-incremental learning Class Incremental Learning
— Unverified Addressing Client Drift in Federated Continual Learning with Adaptive Optimization Mar 24, 2022 Continual Learning Federated Learning
— Unverified Probing Representation Forgetting in Supervised and Unsupervised Continual Learning Mar 24, 2022 Continual Learning Contrastive Learning
— Unverified Federated Self-Supervised Learning for Acoustic Event Classification Mar 22, 2022 Classification Continual Learning
— Unverified Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum Mar 22, 2022 Continual Learning
— Unverified Modelling continual learning in humans with Hebbian context gating and exponentially decaying task signals Mar 22, 2022 Continual Learning
Code Code Available Practical Recommendations for Replay-based Continual Learning Methods Mar 19, 2022 Continual Learning Data Augmentation
— Unverified Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering Mar 18, 2022 Classification Clustering
Code Code Available AI Autonomy : Self-Initiated Open-World Continual Learning and Adaptation Mar 17, 2022 AI Agent Continual Learning
— Unverified ConTinTin: Continual Learning from Task Instructions Mar 16, 2022 Continual Learning
— Unverified A Continual Learning Framework for Adaptive Defect Classification and Inspection Mar 16, 2022 Classification Continual Learning
— Unverified L2Explorer: A Lifelong Reinforcement Learning Assessment Environment Mar 14, 2022 Continual Learning Lifelong learning
Code Code Available Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions Mar 14, 2022 Activity Recognition Continual Learning
— Unverified Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations Mar 12, 2022 Continual Learning Lifelong learning
— Unverified Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical Networks Mar 11, 2022 Activity Recognition class-incremental learning
— Unverified Memory Efficient Continual Learning with Transformers Mar 9, 2022 Classification Continual Learning
— Unverified On Generalizing Beyond Domains in Cross-Domain Continual Learning Mar 8, 2022 Continual Learning Knowledge Distillation
— Unverified Continual Horizontal Federated Learning for Heterogeneous Data Mar 4, 2022 Continual Learning Federated Learning
— Unverified Provable and Efficient Continual Representation Learning Mar 3, 2022 Continual Learning Diversity
Code Code Available Continual Learning of Multi-modal Dynamics with External Memory Mar 2, 2022 Continual Learning
Code Code Available Continual Feature Selection: Spurious Features in Continual Learning Mar 2, 2022 Continual Learning feature selection
— Unverified Robust Continual Learning through a Comprehensively Progressive Bayesian Neural Network Feb 27, 2022 Continual Learning
— Unverified Continual learning-based probabilistic slow feature analysis for multimode dynamic process monitoring Feb 23, 2022 Continual Learning
— Unverified Explicit Regularization via Regularizer Mirror Descent Feb 22, 2022 Continual Learning
— Unverified Increasing Depth of Neural Networks for Life-long Learning Feb 22, 2022 Continual Learning Permuted-MNIST
— Unverified Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning Feb 21, 2022 Continual Learning Knowledge Distillation
— Unverified Continual Learning Beyond a Single Model Feb 20, 2022 Continual Learning model
— Unverified 