A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available 5 FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 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 Class-Incremental Learning via Dual Augmentation Dec 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning from an Open-Set Perspective Jul 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Boosting the Class-Incremental Learning in 3D Point Clouds via Zero-Collection-Cost Basic Shape Pre-Training Apr 11, 2025 3D geometry class-incremental learning
Code Code Available 5 Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer Aug 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Co-Transport for Class-Incremental Learning Jul 27, 2021 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 DER: Dynamically Expandable Representation for Class Incremental Learning Mar 31, 2021 class-incremental learning Class Incremental Learning
Code Code Available 5 Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available 5 Class-Incremental Learning with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Forward Compatible Few-Shot Class-Incremental Learning Mar 14, 2022 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 Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
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 CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Continual learning of longitudinal health records Dec 22, 2021 Continual Learning 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 Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available 5 Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available 5 Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available 5 