Learning a Shield from Catastrophic Action Effects: Never Repeat the Same Mistake Feb 19, 2022 Continual Learning Safe Reinforcement Learning
— Unverified Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning Feb 14, 2022 Continual Learning Decision Making
— Unverified Continual Learning with Invertible Generative Models Feb 11, 2022 Continual Learning
Code Code Available Exemplar-free Online Continual Learning Feb 11, 2022 Continual Learning Exemplar-Free
— Unverified False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger Feb 9, 2022 Backdoor Attack Continual Learning
— Unverified A Neural Network Model of Continual Learning with Cognitive Control Feb 9, 2022 Blocking Continual Learning
— Unverified Architecture Matters in Continual Learning Feb 1, 2022 Continual Learning
— Unverified Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning Jan 29, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Recursive Gradient Optimization Jan 29, 2022 Continual Learning
— Unverified A neural net architecture based on principles of neural plasticity and development evolves to effectively catch prey in a simulated environment Jan 28, 2022 Continual Learning
— Unverified Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning Jan 26, 2022 Clustering Continual Learning
— Unverified Representations learnt by SGD and Adaptive learning rules: Conditions that vary sparsity and selectivity in neural networks Jan 25, 2022 Continual Learning
Code Code Available PaRT: Parallel Learning Towards Robust and Transparent AI Jan 24, 2022 Continual Learning Multi-Task Learning
Code Code Available vCLIMB: A Novel Video Class Incremental Learning Benchmark Jan 23, 2022 class-incremental learning Class Incremental Learning
— Unverified Learning to Predict Gradients for Semi-Supervised Continual Learning Jan 23, 2022 Continual Learning
Code Code Available Prospective Learning: Principled Extrapolation to the Future Jan 19, 2022 Continual Learning Decision Making
— Unverified Continual Learning for CTR Prediction: A Hybrid Approach Jan 18, 2022 Click-Through Rate Prediction Continual Learning
— Unverified Logarithmic Continual Learning Jan 17, 2022 Continual Learning
— Unverified TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models Jan 16, 2022 Continual Learning
— Unverified Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering Jan 16, 2022 Continual Learning Incremental Learning
— Unverified Cross-lingual Lifelong Learning Jan 16, 2022 Continual Learning Lifelong learning
— Unverified ProQA: Structural Prompt-based Pre-training for Unified Question Answering Jan 16, 2022 Continual Learning Few-Shot Learning
— Unverified Continual Learning for Seq2Seq Generations with Transformer Calibration Jan 16, 2022 Continual Learning Lifelong learning
— Unverified Federated Continual Learning for Socially Aware Robotics Jan 14, 2022 Continual Learning Federated Learning
— Unverified Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners Jan 13, 2022 Continual Learning Knowledge Distillation
— Unverified Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning Jan 13, 2022 Active Learning continual few-shot learning
— Unverified Continual Learning of Long Topic Sequences in Neural Information Retrieval Jan 10, 2022 Continual Learning Information Retrieval
Code Code Available Incremental Knowledge Tracing from Multiple Schools Jan 7, 2022 Continual Learning Knowledge Tracing
— Unverified Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding Jan 5, 2022 Continual Learning domain classification
— Unverified Mixture of basis for interpretable continual learning with distribution shifts Jan 5, 2022 Continual Learning
— Unverified Class-Incremental Continual Learning into the eXtended DER-verse Jan 3, 2022 Continual Learning Knowledge Distillation
— Unverified Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation Jan 1, 2022 Continual Learning Continual Semantic Segmentation
— Unverified Continual Learning With Lifelong Vision Transformer Jan 1, 2022 Continual Learning
— Unverified Rethinking Video Anomaly Detection - A Continual Learning Approach Jan 1, 2022 Anomaly Detection Continual Learning
— Unverified Continual Stereo Matching of Continuous Driving Scenes With Growing Architecture Jan 1, 2022 Continual Learning RAG
Code Code Available Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Dec 31, 2021 Continual Learning Meta-Learning
— Unverified Overcoming Mode Collapse with Adaptive Multi Adversarial Training Dec 29, 2021 Continual Learning
Code Code Available Generative Kernel Continual learning Dec 26, 2021 Continual Learning
— Unverified Continual Learning for Monolingual End-to-End Automatic Speech Recognition Dec 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available LPC: A Logits and Parameter Calibration Framework on Continual Learning Dec 17, 2021 Continual Learning
— Unverified On the Uncertain Single-View Depths in Colonoscopies Dec 16, 2021 Continual Learning Decision Making
— Unverified Assessing Human Interaction in Virtual Reality With Continually Learning Prediction Agents Based on Reinforcement Learning Algorithms: A Pilot Study Dec 14, 2021 Continual Learning Reinforcement Learning (RL)
— Unverified Ex-Model: Continual Learning from a Stream of Trained Models Dec 13, 2021 Continual Learning
Code Code Available Continual Learning In Environments With Polynomial Mixing Times Dec 13, 2021 Atari Games Continual Learning
Code Code Available Concept Representation Learning with Contrastive Self-Supervised Learning Dec 10, 2021 class-incremental learning Class Incremental Learning
— Unverified Quantum Architecture Search via Continual Reinforcement Learning Dec 10, 2021 Continual Learning Deep Reinforcement Learning
— Unverified Provable Continual Learning via Sketched Jacobian Approximations Dec 9, 2021 Continual Learning
Code Code Available Gradient-matching coresets for continual learning Dec 9, 2021 Continual Learning
— Unverified CoMPS: Continual Meta Policy Search Dec 8, 2021 Continual Learning continuous-control
— Unverified CSG0: Continual Urban Scene Generation with Zero Forgetting Dec 6, 2021 Continual Learning Scene Generation
— Unverified 