CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning Apr 9, 2023 Continual Learning Semantic Segmentation
Code Code Available 5 Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Mar 24, 2023 Continual Learning Incremental Learning
Code Code Available 5 Adjusting Model Size in Continual Gaussian Processes: How Big is Big Enough? Aug 14, 2024 Continual Learning Gaussian Processes
Code Code Available 5 BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning Nov 25, 2020 Continual Learning
Code Code Available 5 How Do Human Users Teach a Continual Learning Robot in Repeated Interactions? Jun 30, 2023 Continual Learning
Code Code Available 5 IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning Oct 4, 2023 Continual Learning image-classification
Code Code Available 5 DECODE: Domain-aware Continual Domain Expansion for Motion Prediction Nov 26, 2024 Autonomous Driving Autonomous Vehicles
Code Code Available 5 Decomposed Distribution Matching in Dataset Condensation Dec 6, 2024 Continual Learning Dataset Condensation
Code Code Available 5 Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Dec 21, 2022 Continual Learning
Code Code Available 5 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning Jul 16, 2025 Continual Learning General Knowledge
Code Code Available 5 Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problems Oct 1, 2021 BIG-bench Machine Learning Bilevel Optimization
Code Code Available 5 Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking Jul 17, 2021 Continual Learning Network Pruning
Code Code Available 5 Hierarchically Structured Meta-learning May 13, 2019 Clustering Continual Learning
Code Code Available 5 Continual learning for surface defect segmentation by subnetwork creation and selection Dec 8, 2023 Continual Learning Lifelong learning
Code Code Available 5 Helpful or Harmful: Inter-Task Association in Continual Learning Oct 23, 2022 Class Incremental Learning Continual Learning
Code Code Available 5 HAT-CL: A Hard-Attention-to-the-Task PyTorch Library for Continual Learning Jul 18, 2023 Continual Learning Hard Attention
Code Code Available 5 Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Nov 26, 2023 Continual Learning
Code Code Available 5 Hierarchically Structured Task-Agnostic Continual Learning Nov 14, 2022 Continual Learning reinforcement-learning
Code Code Available 5 ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Deep Reinforcement and InfoMax Learning Jun 12, 2020 Continual Learning
Code Code Available 5 Continual Learning for Sentence Representations Using Conceptors Apr 18, 2019 Continual Learning Semantic Textual Similarity
Code Code Available 5 Provable Continual Learning via Sketched Jacobian Approximations Dec 9, 2021 Continual Learning
Code Code Available 5 Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate Jul 8, 2025 Continual Learning Mixture-of-Experts
Code Code Available 5 Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 5 Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Jul 19, 2024 class-incremental learning Class Incremental Learning
Code Code Available 5 DELTA: Decoupling Long-Tailed Online Continual Learning Apr 6, 2024 Continual Learning Contrastive Learning
Code Code Available 5 Gradient Correlation Subspace Learning against Catastrophic Forgetting Mar 4, 2024 Continual Learning
Code Code Available 5 Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental Learning
Code Code Available 5 H2ST: Hierarchical Two-Sample Tests for Continual Out-of-Distribution Detection Jan 1, 2025 Continual Learning Incremental Learning
Code Code Available 5 Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning May 4, 2024 Continual Learning Lifelong learning
Code Code Available 5 Generative vs. Discriminative: Rethinking The Meta-Continual Learning Dec 1, 2021 Continual Learning Meta-Learning
Code Code Available 5 Depthwise Convolution is All You Need for Learning Multiple Visual Domains Feb 3, 2019 All Continual Learning
Code Code Available 5 Continual Learning for Out-of-Distribution Pedestrian Detection Jun 26, 2023 Continual Learning object-detection
Code Code Available 5 Random Path Selection for Continual Learning Dec 1, 2019 Continual Learning Incremental Learning
Code Code Available 5 Generative Models from the perspective of Continual Learning Dec 21, 2018 Continual Learning Image Generation
Code Code Available 5 Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right? May 16, 2023 Continual Learning
Code Code Available 5 Graceful task adaptation with a bi-hemispheric RL agent Jul 16, 2024 Continual Learning
Code Code Available 5 Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery Aug 23, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection Apr 27, 2023 3D Object Detection All
Code Code Available 5 LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning Oct 1, 2024 Continual Learning
Code Code Available 5 ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy Oct 14, 2024 Continual Learning
Code Code Available 5 Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning Jun 19, 2017 Continual Learning Deep Reinforcement Learning
Code Code Available 5 Functional Regularisation for Continual Learning with Gaussian Processes Jan 31, 2019 Bayesian Inference Continual Learning
Code Code Available 5 AMP: Adaptive Masked Proxies for Few-Shot Segmentation Oct 1, 2019 Continual Learning Few-Shot Semantic Segmentation
Code Code Available 5 Function-space Parameterization of Neural Networks for Sequential Learning Mar 16, 2024 Continual Learning Gaussian Processes
Code Code Available 5 Continual Learning for Monolingual End-to-End Automatic Speech Recognition Dec 17, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 5 Beyond Freezing: Sparse Tuning Enhances Plasticity in Continual Learning with Pre-Trained Models May 26, 2025 Continual Learning
Code Code Available 5 Continual Learning for Instruction Following from Realtime Feedback Dec 19, 2022 Continual Learning Instruction Following
Code Code Available 5 From Static to Dynamic: A Continual Learning Framework for Large Language Models Oct 22, 2023 Continual Learning
Code Code Available 5 Context selectivity with dynamic availability enables lifelong continual learning Jun 2, 2023 Continual Learning Lifelong learning
Code Code Available 5 