Overcoming the Stability Gap in Continual Learning Jun 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Context selectivity with dynamic availability enables lifelong continual learning Jun 2, 2023 Continual Learning Lifelong learning
Code Code Available Task Relation-aware Continual User Representation Learning Jun 1, 2023 Continual Learning Relation
Code Code Available Continual Learning for Abdominal Multi-Organ and Tumor Segmentation Jun 1, 2023 Continual Learning Organ Segmentation
Code Code Available 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 Prediction Error-based Classification for Class-Incremental Learning May 30, 2023 Classification class-incremental learning
Code Code Available Reduced Precision Floating-Point Optimization for Deep Neural Network On-Device Learning on MicroControllers May 30, 2023 Continual Learning image-classification
Code Code Available Learning without Forgetting for Vision-Language Models May 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available 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 DeCoR: Defy Knowledge Forgetting by Predicting Earlier Audio Codes May 29, 2023 Acoustic Scene Classification Continual Learning
— 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 Summarizing Stream Data for Memory-Constrained Online Continual Learning May 26, 2023 Continual Learning Informativeness
Code Code Available SketchOGD: Memory-Efficient Continual Learning May 25, 2023 Continual Learning
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 Batch Model Consolidation: A Multi-Task Model Consolidation Framework May 25, 2023 Continual Learning image-classification
Code Code Available MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition May 24, 2023 Continual Learning Incremental Learning
Code Code Available Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models May 24, 2023 Continual Learning Data Poisoning
— Unverified IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning May 24, 2023 Continual Learning image-classification
Code Code Available Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding May 23, 2023 Continual Learning Decoder
— Unverified Continual Learning with Strong Experience Replay May 23, 2023 Continual Learning image-classification
Code Code Available Continual Learning on Dynamic Graphs via Parameter Isolation May 23, 2023 Continual Learning Graph Learning
Code Code Available OER: Offline Experience Replay for Continual Offline Reinforcement Learning May 23, 2023 Continual Learning MuJoCo
— Unverified Enhancing Accuracy and Robustness through Adversarial Training in Class Incremental Continual Learning May 23, 2023 Adversarial Attack Continual Learning
— Unverified Continual Dialogue State Tracking via Example-Guided Question Answering May 23, 2023 Continual Learning Dialogue State Tracking
Code Code Available Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation May 23, 2023 Continual Learning
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 Conditional Online Learning for Keyword Spotting May 19, 2023 Continual Learning Keyword Spotting
— 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 Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models May 17, 2023 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 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 Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? May 16, 2023 Continual Learning
Code Code Available Online Continual Learning Without the Storage Constraint May 16, 2023 Continual 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 Multimodal Knowledge Graph Construction May 15, 2023 Continual Learning graph construction
Code Code Available 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 