An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions Apr 19, 2022 All Autonomous Driving
Code Code Available 5 On Learning the Geodesic Path for Incremental Learning Apr 17, 2021 Incremental Learning Knowledge Distillation
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 HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available 5 Fair yet Asymptotically Equal Collaborative Learning Jun 9, 2023 Fairness Incremental Learning
Code Code Available 5 Online Hyperparameter Optimization for Class-Incremental Learning Jan 11, 2023 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 Class-Incremental Learning with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-shot Class-incremental Learning for 3D Point Cloud Objects May 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Open-world Semantic Segmentation for LIDAR Point Clouds Jul 4, 2022 Autonomous Driving Incremental Learning
Code Code Available 5 OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning Mar 27, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Jun 23, 2024 Incremental Learning
Code Code Available 5 Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima Oct 30, 2021 Few-Shot Class-Incremental Learning Few-Shot Learning
Code Code Available 5 Heterogeneous Forgetting Compensation for Class-Incremental Learning Aug 7, 2023 class-incremental learning Class 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 PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning Jan 4, 2024 class-incremental learning Class Incremental Learning
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 Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark Sep 12, 2022 Incremental Learning
Code Code Available 5 Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
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 FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 class-incremental learning Class 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 Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Mar 14, 2024 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 Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available 5 Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available 5 GloDyNE: Global Topology Preserving Dynamic Network Embedding Aug 5, 2020 Graph Reconstruction Incremental Learning
Code Code Available 5 Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Apr 2, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 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 FoCL: Feature-Oriented Continual Learning for Generative Models Mar 9, 2020 Continual Learning Incremental Learning
Code Code Available 5 A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available 5 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 5 Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models Jun 27, 2024 Continual Learning Incremental Learning
Code Code Available 5 CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Jul 22, 2024 Continual Learning Incremental Learning
Code Code Available 5 Relation-Guided Adversarial Learning for Data-free Knowledge Transfer Dec 16, 2024 Data-free Knowledge Distillation Data Free Quantization
Code Code Available 5 Class-Incremental Learning for Wireless Device Identification in IoT May 8, 2021 class-incremental learning Class 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 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 5 Forward Compatible Few-Shot Class-Incremental Learning Mar 14, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 FOSTER: Feature Boosting and Compression for Class-Incremental Learning Apr 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 Frequency effects in Linear Discriminative Learning Jun 19, 2023 Incremental Learning
Code Code Available 5 Class-Incremental Learning with Generative Classifiers Apr 20, 2021 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 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 Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
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 Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer Aug 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative Learning Jul 1, 2022 Additive models Incremental Learning
Code Code Available 5 