An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions Apr 19, 2022 All Autonomous Driving
Code Code Available Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning Dec 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available Co-Transport for Class-Incremental Learning Jul 27, 2021 class-incremental learning Class Incremental Learning
Code Code Available More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning Aug 1, 2020 Incremental Learning
Code Code Available A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Jul 10, 2018 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference Apr 14, 2021 Continual Learning General Classification
Code Code Available Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Aug 3, 2023 class-incremental learning Class Incremental Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available NTK-Guided Few-Shot Class Incremental Learning Mar 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Aug 29, 2023 Incremental Learning Missing Values
Code Code Available On Learning the Geodesic Path for Incremental Learning Apr 17, 2021 Incremental Learning Knowledge Distillation
Code Code Available Online Hyperparameter Optimization for Class-Incremental Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
Code Code Available On the Exploration of Incremental Learning for Fine-grained Image Retrieval Oct 15, 2020 Image Retrieval Incremental Learning
Code Code Available An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control Jan 11, 2024 Deep Reinforcement Learning Incremental Learning
Code Code Available On the Soft-Subnetwork for Few-shot Class Incremental Learning Sep 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available Class-Incremental Learning with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available Overcoming catastrophic forgetting in neural networks Dec 2, 2016 Atari Games class-incremental learning
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available Parameter-Level Soft-Masking for Continual Learning Jun 26, 2023 Continual Learning Incremental Learning
Code Code Available An Incremental Unified Framework for Small Defect Inspection Dec 14, 2023 Anomaly Detection continual anomaly detection
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels May 12, 2020 Autonomous Driving class-incremental learning
Code Code Available A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery Jul 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning for Wireless Device Identification in IoT May 8, 2021 class-incremental learning Class Incremental Learning
Code Code Available A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Reducing Class-wise Confusion for Incremental Learning with Disentangled Manifolds Mar 22, 2025 class-incremental learning Class Incremental Learning
Code Code Available Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Jun 23, 2021 Event Extraction Incremental Learning
Code Code Available Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach Oct 14, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning via Dual Augmentation Dec 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available F-OAL: Forward-only Online Analytic Learning with Fast Training and Low Memory Footprint in Class Incremental Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual learning of longitudinal health records Dec 22, 2021 Continual Learning Incremental Learning
Code Code Available Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer Aug 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
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