Towards Robust Feature Learning with t-vFM Similarity for Continual Learning Jun 4, 2023 Continual Learning image-classification
— Unverified Evaluating Continual Learning on a Home Robot Jun 4, 2023 Continual Learning
— Unverified A Peer-to-peer Federated Continual Learning Network for Improving CT Imaging from Multiple Institutions Jun 3, 2023 Computed Tomography (CT) Continual Learning
— Unverified SACSoN: Scalable Autonomous Control for Social Navigation Jun 2, 2023 Continual Learning counterfactual
— Unverified Context selectivity with dynamic availability enables lifelong continual learning Jun 2, 2023 Continual Learning Lifelong learning
Code Code Available Overcoming the Stability Gap in Continual Learning Jun 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Out-of-distribution forgetting: vulnerability of continual learning to intra-class distribution shift Jun 1, 2023 Continual Learning image-classification
Code Code Available RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation May 31, 2023 Continual Learning Image Segmentation
— Unverified The Tunnel Effect: Building Data Representations in Deep Neural Networks May 31, 2023 Continual Learning image-classification
— Unverified Approximate Bayesian Class-Conditional Models under Continuous Representation Shift May 30, 2023 Continual Learning
Code Code Available DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes May 29, 2023 Acoustic Scene Classification Continual Learning
— Unverified Re-imagining health and well-being in low resource African settings using an augmented AI system and a 3D digital twin May 29, 2023 Continual Learning Decision Making
— Unverified SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning May 29, 2023 All class-incremental learning
Code Code Available Just a Glimpse: Rethinking Temporal Information for Video Continual Learning May 28, 2023 class-incremental learning Class Incremental Learning
— Unverified Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks May 26, 2023 Continual Learning
— Unverified Batch Model Consolidation: A Multi-Task Model Consolidation Framework May 25, 2023 Continual Learning image-classification
Code Code Available Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments May 25, 2023 Continual Learning Continual Semantic Segmentation
— Unverified Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning May 25, 2023 Continual Learning Scheduling
— Unverified SketchOGD: Memory-Efficient Continual Learning May 25, 2023 Continual Learning
Code Code Available Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models May 24, 2023 Continual Learning Data Poisoning
— Unverified Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning May 24, 2023 Continual Learning image-classification
Code Code Available Enhancing Accuracy and Robustness through Adversarial Training in Class Incremental Continual Learning May 23, 2023 Adversarial Attack Continual Learning
— Unverified Continual Learning with Strong Experience Replay May 23, 2023 Continual Learning image-classification
Code Code Available OER: Offline Experience Replay for Continual Offline Reinforcement Learning May 23, 2023 Continual Learning MuJoCo
— Unverified Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding May 23, 2023 Continual Learning Decoder
— Unverified Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available Continual Learning through Human-Robot Interaction: Human Perceptions of a Continual Learning Robot in Repeated Interactions May 22, 2023 Continual Learning Object Recognition
Code Code Available Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning May 22, 2023 Continual Learning Meta-Learning
Code Code Available You Only Look at One: Category-Level Object Representations for Pose Estimation From a Single Example May 22, 2023 6D Pose Estimation Continual Learning
— Unverified Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion May 20, 2023 Classification Continual Learning
— Unverified AttriCLIP: A Non-Incremental Learner for Incremental Knowledge Learning May 19, 2023 Attribute Continual Learning
— Unverified Learning Continually on a Sequence of Graphs -- The Dynamical System Way May 19, 2023 Continual Learning
— Unverified Mode-Aware Continual Learning for Conditional Generative Adversarial Networks May 19, 2023 Continual Learning
— Unverified Conditional Online Learning for Keyword Spotting May 19, 2023 Continual Learning Keyword Spotting
— Unverified Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? May 16, 2023 Continual Learning
Code Code Available The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation May 16, 2023 Abstractive Text Summarization Continual Learning
Code Code Available CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning May 16, 2023 Continual Learning Lifelong learning
Code Code Available Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality May 15, 2023 Continual Learning Edge-computing
— Unverified Continual Learning for End-to-End ASR by Averaging Domain Experts May 12, 2023 Automatic Speech Recognition Continual Learning
— Unverified RepCL: Exploring Effective Representation for Continual Text Classification May 12, 2023 Classification Continual Learning
— Unverified Continual Vision-Language Representation Learning with Off-Diagonal Information May 11, 2023 Continual Learning Contrastive Learning
— Unverified Continual Facial Expression Recognition: A Benchmark May 10, 2023 Continual Learning Facial Expression Recognition
— Unverified Investigating Forgetting in Pre-Trained Representations Through Continual Learning May 10, 2023 Continual Learning General Knowledge
— Unverified Accelerating Batch Active Learning Using Continual Learning Techniques May 10, 2023 Active Learning Continual Learning
— Unverified DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors May 9, 2023 Continual Learning Synthetic Data Generation
— Unverified Multi-agent Continual Coordination via Progressive Task Contextualization May 7, 2023 Continual Learning Multi-agent Reinforcement Learning
— Unverified On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code May 6, 2023 Continual Learning General Knowledge
— Unverified Active Continual Learning: On Balancing Knowledge Retention and Learnability May 6, 2023 Active Learning Continual Learning
— Unverified On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning May 5, 2023 Continual Learning Self-Supervised Learning
— Unverified 