Energy-based Latent Aligner for Incremental Learning Mar 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Mar 26, 2022 Contrastive Learning image-classification
Code Code Available Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning Mar 24, 2022 class-incremental learning Class Incremental Learning
Code Code Available Federated Class-Incremental Learning Mar 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available Forward Compatible Few-Shot Class-Incremental Learning Mar 14, 2022 class-incremental learning Class Incremental Learning
Code Code Available Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning Mar 12, 2022 class-incremental learning Class Incremental Learning
Code Code Available InCloud: Incremental Learning for Point Cloud Place Recognition Mar 2, 2022 Incremental Learning
Code Code Available Memory Replay with Data Compression for Continual Learning Feb 14, 2022 Autonomous Driving class-incremental learning
Code Code Available Incremental Learning of Structured Memory via Closed-Loop Transcription Feb 11, 2022 Incremental Learning
Code Code Available Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Feb 1, 2022 Incremental Learning Semantic Segmentation
Code Code Available Continually Learning Self-Supervised Representations with Projected Functional Regularization Dec 30, 2021 Continual Learning Incremental Learning
Code Code Available Graph Few-shot Class-incremental Learning Dec 23, 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 Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning Dec 9, 2021 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 Class-Incremental Learning via Dual Augmentation Dec 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Nov 22, 2021 Class Incremental Learning Continual Learning
Code Code Available T-DFNN: An Incremental Learning Algorithm for Intrusion Detection Systems Nov 15, 2021 Incremental Learning Intrusion Detection
Code Code Available 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 Multi-Domain Incremental Learning for Semantic Segmentation Oct 23, 2021 Incremental Learning Scene Segmentation
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available Subspace Regularizers for Few-Shot Class Incremental Learning Oct 13, 2021 class-incremental learning Class Incremental Learning
Code Code Available A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Incremental learning of LSTM framework for sensor fusion in attitude estimation Aug 4, 2021 Incremental Learning Sensor Fusion
Code Code Available Co-Transport for Class-Incremental Learning Jul 27, 2021 class-incremental learning Class Incremental Learning
Code Code Available Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning Jul 19, 2021 class-incremental learning Class Incremental Learning
Code Code Available Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network Jul 3, 2021 class-incremental learning Class Incremental Learning
Code Code Available Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Jun 23, 2021 Event Extraction Incremental Learning
Code Code Available SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning Jun 22, 2021 class-incremental learning Class Incremental Learning
Code Code Available Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning Jun 17, 2021 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 Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available On Learning the Geodesic Path for Incremental Learning Apr 17, 2021 Incremental Learning Knowledge Distillation
Code Code Available Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference Apr 14, 2021 Continual Learning General Classification
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation 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 DER: Dynamically Expandable Representation for Class Incremental Learning Mar 31, 2021 class-incremental learning Class Incremental Learning
Code Code Available Lifelong Person Re-Identification via Adaptive Knowledge Accumulation Mar 23, 2021 Incremental Learning Lifelong 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 Distilling Causal Effect of Data in Class-Incremental Learning Mar 2, 2021 class-incremental learning Class Incremental Learning
Code Code Available Essentials for Class Incremental Learning Feb 18, 2021 class-incremental learning Class Incremental 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 Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs Jan 21, 2021 Event Detection Feature Engineering
Code Code Available Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
Code Code Available IIRC: Incremental Implicitly-Refined Classification Dec 23, 2020 Classification class-incremental learning
Code Code Available Prototype-based Incremental Few-Shot Semantic Segmentation Nov 30, 2020 Few-Shot Semantic Segmentation Incremental Learning
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