A Multi-Head Model for Continual Learning via Out-of-Distribution Replay Aug 20, 2022 class-incremental learning Class Incremental Learning
Code Code Available A multifidelity approach to continual learning for physical systems Apr 8, 2023 Continual 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 CLR: Channel-wise Lightweight Reprogramming for Continual Learning Jul 21, 2023 Continual Learning image-classification
Code Code Available CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Apr 21, 2022 Continual Learning
Code Code Available Co^2L: Contrastive Continual Learning Jun 28, 2021 Continual Learning Contrastive Learning
Code Code Available CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation Mar 17, 2023 Continual Learning Depth Estimation
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 Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning Feb 29, 2024 Continual Learning Language Modelling
Code Code Available Asynchronous Federated Continual Learning Apr 7, 2023 Continual Learning Federated Learning
Code Code Available Computationally Budgeted Continual Learning: What Does Matter? Mar 20, 2023 Continual Learning GPU
Code Code Available Conditional Channel Gated Networks for Task-Aware Continual Learning Mar 31, 2020 Continual Learning
Code Code Available ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Aug 25, 2023 Continual Learning Prognosis
Code Code Available Continual Action Assessment via Task-Consistent Score-Discriminative Feature Distribution Modeling Sep 29, 2023 Action Assessment Action Quality Assessment
Code Code Available Continual atlas-based segmentation of prostate MRI Nov 1, 2023 Continual Learning image-classification
Code Code Available Continual Backprop: Stochastic Gradient Descent with Persistent Randomness Aug 13, 2021 Continual Learning Reinforcement Learning (RL)
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 Continual Evidential Deep Learning for Out-of-Distribution Detection Sep 6, 2023 Continual Learning Deep Learning
Code Code Available Continual Learning and Private Unlearning Mar 24, 2022 Continual Learning
Code Code Available An Empirical Investigation of the Role of Pre-training in Lifelong Learning Dec 16, 2021 Continual Learning image-classification
Code Code Available A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning Jan 3, 2020 Continual Learning image-classification
Code Code Available A Comprehensive Empirical Evaluation on Online Continual Learning Aug 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning, Fast and Slow Sep 6, 2022 Continual Learning Hippocampus
Code Code Available A Neural Span-Based Continual Named Entity Recognition Model Feb 23, 2023 Continual Learning Continual Named Entity Recognition
Code Code Available Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental 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 Continual Learning For On-Device Environmental Sound Classification Jul 15, 2022 Classification Computational Efficiency
Code Code Available A soft nearest-neighbor framework for continual semi-supervised learning Dec 9, 2022 Continual Learning
Code Code Available A Theoretical Analysis of Catastrophic Forgetting through the NTK Overlap Matrix Oct 7, 2020 Continual Learning
Code Code Available Continual Learning for Visual Search with Backward Consistent Feature Embedding May 26, 2022 Continual Learning
Code Code Available Continual Learning from Demonstration of Robotics Skills Feb 14, 2022 Continual Learning
Code Code Available CLEVA-Compass: A Continual Learning EValuation Assessment Compass to Promote Research Transparency and Comparability Oct 7, 2021 Continual 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 Anytime Continual Learning for Open Vocabulary Classification Sep 13, 2024 Classification Continual 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 Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning Mar 16, 2023 Continual Learning
Code Code Available Continual Learning of Control Primitives: Skill Discovery via Reset-Games Nov 10, 2020 Continual Learning
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental 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 CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Jun 18, 2022 Continual Learning Transfer Learning
Code Code Available A Unified Continual Learning Framework with General Parameter-Efficient Tuning Mar 17, 2023 Continual Learning
Code Code Available Continual Learning on Dynamic Graphs via Parameter Isolation May 23, 2023 Continual Learning Graph Learning
Code Code Available CLAD: A realistic Continual Learning benchmark for Autonomous Driving Oct 7, 2022 Autonomous Driving Continual Learning
Code Code Available Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning Mar 31, 2024 Continual Learning Representation 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 Continual Learning via Local Module Composition Nov 15, 2021 Continual Learning Transfer Learning
Code Code Available Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation Oct 13, 2022 Class-Incremental Semantic Segmentation Continual Learning
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 