Continual Learning Using a Kernel-Based Method Over Foundation Models Dec 20, 2024 class-incremental learning Class Incremental Learning
Code Code Available Do Your Best and Get Enough Rest for Continual Learning Mar 24, 2025 Continual Learning Incremental Learning
Code Code Available EFC++: Elastic Feature Consolidation with Prototype Re-balancing for Cold Start Exemplar-free Incremental Learning Mar 13, 2025 class-incremental learning Class Incremental 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 CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning Oct 8, 2024 class-incremental learning Class Incremental Learning
Code Code Available Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration Jan 1, 2025 class-incremental learning Class 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 Exemplar-free Continual Representation Learning via Learnable Drift Compensation Jul 11, 2024 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 FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 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 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 Few-shot Class-incremental Learning for 3D Point Cloud Objects May 30, 2022 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 Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt Mar 14, 2024 class-incremental learning Class Incremental Learning
Code Code Available Adaptive Decision Boundary for Few-Shot Class-Incremental Learning Apr 15, 2025 class-incremental learning Class Incremental Learning
Code Code Available FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models Dec 28, 2023 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 FOSTER: Feature Boosting and Compression for Class-Incremental Learning Apr 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available Frequency effects in Linear Discriminative Learning Jun 19, 2023 Incremental Learning
Code Code Available Calibrating Higher-Order Statistics for Few-Shot Class-Incremental Learning with Pre-trained Vision Transformers Apr 9, 2024 class-incremental learning Class Incremental Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available Generative Multi-modal Models are Good Class Incremental Learners Jan 1, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark Sep 12, 2022 Incremental Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning 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 Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method Jun 23, 2024 Incremental Learning
Code Code Available 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 A Multi-Head Model for Continual Learning via Out-of-Distribution Replay Aug 20, 2022 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
Code Code Available 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 IIRC: Incremental Implicitly-Refined Classification Dec 23, 2020 Classification class-incremental learning
Code Code Available InCloud: Incremental Learning for Point Cloud Place Recognition Mar 2, 2022 Incremental Learning
Code Code Available Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Apr 2, 2022 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 Incremental Learning of Object Detectors without Catastrophic Forgetting Aug 23, 2017 Incremental Learning Object
Code Code Available A Benchmark for Incremental Micro-expression Recognition Jan 31, 2025 Incremental Learning Micro Expression Recognition
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available iTAML: An Incremental Task-Agnostic Meta-learning Approach Mar 25, 2020 Incremental Learning Meta-Learning
Code Code Available Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs Jan 21, 2021 Event Detection Feature Engineering
Code Code Available Large Scale Font Independent Urdu Text Recognition System May 14, 2020 Incremental Learning Optical Character Recognition (OCR)
Code Code Available Learnability and Algorithm for Continual Learning Jun 22, 2023 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 Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning Jan 3, 2024 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 with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
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