Continual Learning for Image Segmentation with Dynamic Query Nov 29, 2023 Continual Learning Diversity
Code Code Available Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available GACL: Exemplar-Free Generalized Analytic Continual Learning Mar 23, 2024 class-incremental learning Class Incremental Learning
Code Code Available Exemplar-free Continual Learning of Vision Transformers via Gated Class-Attention and Cascaded Feature Drift Compensation Nov 22, 2022 Continual Learning Exemplar-Free
Code Code Available Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent Jun 21, 2020 Continual Learning Transfer Learning
Code Code Available Generalising via Meta-Examples for Continual Learning in the Wild Jan 28, 2021 Continual Learning Few-Shot Learning
Code Code Available Continual Learning at the Edge: Real-Time Training on Smartphone Devices May 24, 2021 Continual Learning
Code Code Available Generative Feature Replay For Class-Incremental Learning Apr 20, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available Can LLMs Alleviate Catastrophic Forgetting in Graph Continual Learning? A Systematic Study May 24, 2025 Continual Learning
Code Code Available GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available Carousel Memory: Rethinking the Design of Episodic Memory for Continual Learning Oct 14, 2021 Continual Learning Management
Code Code Available Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available Catastrophic Forgetting in Deep Graph Networks: an Introductory Benchmark for Graph Classification Mar 22, 2021 Continual Learning General Classification
Code Code Available Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments Dec 31, 2021 Continual Learning Deep 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 CaT: Balanced Continual Graph Learning with Graph Condensation Sep 18, 2023 Continual Learning Graph Learning
Code Code Available CBA: Improving Online Continual Learning via Continual Bias Adaptor Aug 14, 2023 Continual Learning
Code Code Available CCL: Continual Contrastive Learning for LiDAR Place Recognition Mar 24, 2023 Autonomous Driving Continual Learning
Code Code Available C-COMA: A CONTINUAL REINFORCEMENT LEARNING MODEL FOR DYNAMIC MULTIAGENT ENVIRONMENTS Apr 5, 2021 Continual Learning Multi-agent Reinforcement Learning
Code Code Available Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Imbalanced Continual Learning with Partitioning Reservoir Sampling Sep 8, 2020 Continual Learning Multi-Label Classification
Code Code Available Continual Hippocampus Segmentation with Transformers Apr 17, 2022 Continual Learning Hippocampus
Code Code Available Continual Learning by Modeling Intra-Class Variation Oct 11, 2022 Continual Learning
Code Code Available Improving Task-free Continual Learning by Distributionally Robust Memory Evolution Jul 15, 2022 Continual Learning
Code Code Available Incorporating Neuro-Inspired Adaptability for Continual Learning in Artificial Intelligence Aug 29, 2023 Continual Learning
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Avalanche RL: a Continual Reinforcement Learning Library Feb 28, 2022 Continual Learning OpenAI Gym
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 InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Oct 10, 2023 Classification Continual Learning
Code Code Available Continual BERT: Continual Learning for Adaptive Extractive Summarization of COVID-19 Literature Jul 7, 2020 Continual Learning Extractive Summarization
Code Code Available Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data May 30, 2025 Continual Learning Few-Shot Learning
Code Code Available Label-Efficient Online Continual Object Detection in Streaming Video Jun 1, 2022 Continual Learning Hippocampus
Code Code Available LADA: Scalable Label-Specific CLIP Adapter for Continual Learning May 29, 2025 Continual Learning
Code Code Available CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning Nov 23, 2022 Continual Learning Novel Concepts
Code Code Available Language Guided Concept Bottleneck Models for Interpretable Continual Learning Mar 30, 2025 Continual Learning Decision Making
Code Code Available Latent Replay for Real-Time Continual Learning Dec 2, 2019 Continual Learning CPU
Code Code Available Learnability and Algorithm for Continual Learning Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mar 31, 2024 Continual Learning Representation Learning
Code Code Available CLAD: A realistic Continual Learning benchmark for Autonomous Driving Oct 7, 2022 Autonomous Driving Continual Learning
Code Code Available CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models Mar 28, 2024 Continual Learning
Code Code Available ARCADe: A Rapid Continual Anomaly Detector Aug 10, 2020 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 Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System Jan 29, 2022 Continual Learning
Code Code Available Learning Invariant Representation for Continual Learning Jan 15, 2021 class-incremental learning Class Incremental Learning
Code Code Available Learning Representations for New Sound Classes With Continual Self-Supervised Learning May 15, 2022 Continual Learning Continual Self-Supervised 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 Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
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