Constrained Few-shot Class-incremental Learning Mar 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Generative Multi-modal Models are Good Class Incremental Learners Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Feb 1, 2022 Incremental Learning Semantic Segmentation
Code Code Available 5 GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning Feb 15, 2021 Few-Shot Learning Gaussian Processes
Code Code Available 5 Federated Class-Incremental Learning with New-Class Augmented Self-Distillation Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 An experimental evaluation of Deep Reinforcement Learning algorithms for HVAC control Jan 11, 2024 Deep Reinforcement Learning Incremental Learning
Code Code Available 5 A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available 5 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Continuous Knowledge-Preserving Decomposition for Few-Shot Continual Learning Jan 9, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available 5 An Incremental Unified Framework for Small Defect Inspection Dec 14, 2023 Anomaly Detection continual anomaly detection
Code Code Available 5 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 5 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available 5 Incremental learning for the detection and classification of GAN-generated images Oct 3, 2019 Face Generation General Classification
Code Code Available 5 A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 5 Incremental Learning of Structured Memory via Closed-Loop Transcription Feb 11, 2022 Incremental Learning
Code Code Available 5 Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images May 18, 2024 Few-Shot Object Detection Incremental Learning
Code Code Available 5 A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 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
Code Code Available 5 FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization Sep 17, 2023 class-incremental learning Incremental Learning
Code Code Available 5 Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Mar 31, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Jan 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 Essentials for Class Incremental Learning Feb 18, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental Learning
Code Code Available 5 End-to-End Incremental Learning Jul 25, 2018 image-classification Image Classification
Code Code Available 5 Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available 5 Energy-based Latent Aligner for Incremental Learning Mar 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Distilling Causal Effect of Data in Class-Incremental Learning Mar 2, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available 5 CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning Dec 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Jun 16, 2023 Incremental Learning Meta-Learning
Code Code Available 5 Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available 5 Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN Mar 9, 2020 Incremental Learning Knowledge Distillation
Code Code Available 5 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available 5 Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Jul 23, 2023 Incremental Learning object-detection
Code Code Available 5 Federated Class-Incremental Learning Mar 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 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 5 