Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Mar 14, 2024 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Incremental Learning with Continually Evolved Classifiers Apr 7, 2021 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 Forward Compatible Few-Shot Class-Incremental Learning Mar 14, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure Mar 12, 2024 All Continual Learning
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object Learning Mar 23, 2021 Incremental Learning Object
Code Code Available GACL: Exemplar-Free Generalized Analytic Continual Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available Generative Multi-modal Models are Good Class-Incremental Learners Mar 27, 2024 class-incremental learning Class 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 A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning Feb 15, 2021 Few-Shot Learning Gaussian Processes
Code Code Available Graph Few-shot Class-incremental Learning Dec 23, 2021 class-incremental learning Class Incremental Learning
Code Code Available GUIDE: Guidance-based Incremental Learning with Diffusion Models Mar 6, 2024 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 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available iCaRL: Incremental Classifier and Representation Learning Nov 23, 2016 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 Incremental Learning in Semantic Segmentation from Image Labels Dec 3, 2021 Incremental Learning Segmentation
Code Code Available Incremental Learning of Object Detectors without Catastrophic Forgetting Aug 23, 2017 Incremental Learning Object
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 Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Feb 1, 2022 Incremental Learning Semantic Segmentation
Code Code Available Incremental Object Detection via Meta-Learning Mar 17, 2020 Incremental Learning Knowledge Distillation
Code Code Available InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images May 18, 2024 Few-Shot Object Detection Incremental Learning
Code Code Available Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning 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 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 CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class 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 Class-Incremental Learning for Wireless Device Identification in IoT May 8, 2021 class-incremental learning Class Incremental Learning
Code Code Available Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available Class-Incremental Learning via Dual Augmentation Dec 1, 2021 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 CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning Mar 15, 2024 class-incremental learning 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 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available CL-LoRA: Continual Low-Rank Adaptation for Rehearsal-Free Class-Incremental Learning May 30, 2025 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available Constrained Few-shot Class-incremental Learning Mar 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Jul 23, 2023 Incremental Learning object-detection
Code Code Available Continual Learning: Forget-free Winning Subnetworks for Video Representations Dec 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
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