Heterogeneous Forgetting Compensation for Class-Incremental Learning Aug 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual 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 Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available DER: Dynamically Expandable Representation for Class Incremental Learning Mar 31, 2021 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 preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks Sep 20, 2024 class-incremental learning Class 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 Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available 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 DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Jun 16, 2023 Incremental Learning Meta-Learning
Code Code Available Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available End-to-End Incremental Learning Jul 25, 2018 image-classification Image Classification
Code Code Available Energy-based Latent Aligner for Incremental Learning Mar 28, 2022 class-incremental learning Class 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 CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning Feb 6, 2024 class-incremental learning Class Incremental Learning
Code Code Available FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization Sep 17, 2023 class-incremental learning Incremental Learning
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 Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
Code Code Available Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Feb 1, 2022 Incremental Learning Semantic Segmentation
Code Code Available Federated Class-Incremental Learning Mar 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Mar 31, 2022 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 Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation Jan 1, 2023 class-incremental learning 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 A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available Componential Prompt-Knowledge Alignment for Domain Incremental Learning May 7, 2025 Incremental Learning Transfer Learning
Code Code Available FoCL: Feature-Oriented Continual Learning for Generative Models Mar 9, 2020 Continual Learning Incremental Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual 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 Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
— Unverified Class Incremental Learning with Pre-trained Vision-Language Models Oct 31, 2023 class-incremental learning Class Incremental Learning
— Unverified Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers Mar 12, 2024 class-incremental learning Class Incremental Learning
— Unverified Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified Diffusion Model Meets Non-Exemplar Class-Incremental Learning and Beyond Aug 6, 2024 class-incremental learning Class Incremental Learning
— Unverified Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection Dec 9, 2019 Anomaly Detection Incremental Learning
— Unverified Applying Incremental Learning in Binary-Addition-Tree Algorithm for Dynamic Binary-State Network Reliability Sep 24, 2024 Computational Efficiency Incremental Learning
— Unverified Applying Incremental Deep Neural Networks-based Posture Recognition Model for Injury Risk Assessment in Construction Aug 4, 2020 Incremental Learning
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation May 18, 2023 Few-Shot Semantic Segmentation Incremental Learning
— Unverified A novel spatial-frequency domain network for zero-shot incremental learning Feb 11, 2024 image-classification Image Classification
— Unverified Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization Oct 5, 2023 class-incremental learning Class Incremental Learning
— Unverified Adversarial Incremental Learning Jan 30, 2020 class-incremental learning Class Incremental Learning
— Unverified Decentralised and collaborative machine learning framework for IoT Dec 19, 2023 Federated Learning Incremental Learning
— Unverified 