Towards Macro-AUC oriented Imbalanced Multi-Label Continual Learning Dec 24, 2024 Continual Learning Multi-class Classification
Code Code Available One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Jul 12, 2024 Continual Learning Contrastive Learning
Code Code Available CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning Apr 9, 2023 Continual Learning Semantic Segmentation
Code Code Available AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning Jan 1, 2025 Audio-visual Question Answering Continual Learning
Code Code Available Task-Specific Normalization for Continual Learning of Blind Image Quality Models Jul 28, 2021 Continual Learning Image Quality Assessment
Code Code Available SacFL: Self-Adaptive Federated Continual Learning for Resource-Constrained End Devices May 1, 2025 Continual Learning Contrastive Learning
Code Code Available Cross-Modal Alternating Learning with Task-Aware Representations for Continual Learning Dec 7, 2023 Continual Learning image-classification
Code Code Available Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments Oct 17, 2018 Continual Learning Deep Learning
Code Code Available Cross-lingual Lifelong Learning May 23, 2022 Continual Learning Lifelong learning
Code Code Available Cross-Gradient Aggregation for Decentralized Learning from Non-IID data Mar 2, 2021 Continual Learning
Code Code Available Cross-Domain Continual Learning via CLAMP May 12, 2024 Continual Learning Domain Adaptation
Code Code Available A Unifying Bayesian View of Continual Learning Feb 18, 2019 Continual Learning
Code Code Available Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering Aug 21, 2024 Continual Learning Question Answering
Code Code Available CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning Jul 16, 2024 class-incremental learning Class Incremental Learning
Code Code Available Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics Jul 24, 2023 Continual Learning Keyword Spotting
Code Code Available Saliency-Augmented Memory Completion for Continual Learning Dec 26, 2022 Bilevel Optimization Continual Learning
Code Code Available Saliency Guided Experience Packing for Replay in Continual Learning Sep 10, 2021 Continual Learning Image Classification
Code Code Available Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning Sep 20, 2023 Continual Learning
Code Code Available CQural: A Novel CNN based Hybrid Architecture for Quantum Continual Machine Learning May 16, 2023 Continual Learning Lifelong learning
Code Code Available Saliency-Guided Hidden Associative Replay for Continual Learning Oct 6, 2023 Continual Learning Retrieval
Code Code Available Augmenting Replay in World Models for Continual Reinforcement Learning Jan 30, 2024 Continual Learning Model-based Reinforcement Learning
Code Code Available CLOFAI: A Dataset of Real And Fake Image Classification Tasks for Continual Learning Jan 19, 2025 Continual Learning image-classification
Code Code Available CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay Feb 2, 2024 Continual Learning
Code Code Available CLNeRF: Continual Learning Meets NeRF Aug 28, 2023 Continual Learning NeRF
Code Code Available Online Continual Learning via Logit Adjusted Softmax Nov 11, 2023 Continual Learning
Code Code Available Online Continual Learning via Multiple Deep Metric Learning and Uncertainty-guided Episodic Memory Replay -- 3rd Place Solution for ICCV 2021 Workshop SSLAD Track 3A Continual Object Classification Nov 4, 2021 Autonomous Driving Continual Learning
Code Code Available Adaptive Masked Proxies for Few-Shot Segmentation Feb 19, 2019 Continual Learning Few-Shot Semantic Segmentation
Code Code Available Sample Condensation in Online Continual Learning Jun 23, 2022 Continual Learning
Code Code Available Sample Weight Estimation Using Meta-Updates for Online Continual Learning Jan 29, 2024 Continual Learning Meta-Learning
Code Code Available Online Continual Learning with Maximal Interfered Retrieval Dec 1, 2019 class-incremental learning Class Incremental Learning
Code Code Available Online Continual Learning with Maximally Interfered Retrieval Aug 11, 2019 Continual Learning Retrieval
Code Code Available Online Continual Learning with Natural Distribution Shifts: An Empirical Study with Visual Data Aug 20, 2021 Continual Learning
Code Code Available Gradient based sample selection for online continual learning Mar 20, 2019 class-incremental learning Class Incremental Learning
Code Code Available CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Jul 6, 2021 Continual Learning Domain Adaptation
Code Code Available Cooperative data-driven modeling Nov 23, 2022 Continual Learning
Code Code Available Attentive Federated Learning for Concept Drift in Distributed 5G Edge Networks Nov 14, 2021 Continual Learning Edge-computing
Code Code Available Saturation Self-Organizing Map Jun 12, 2025 Continual Learning
Code Code Available Online Distillation with Continual Learning for Cyclic Domain Shifts Apr 3, 2023 Autonomous Driving Continual Learning
Code Code Available Scalable Adversarial Online Continual Learning Sep 4, 2022 Continual Learning Meta-Learning
Code Code Available COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Oct 4, 2023 class-incremental learning Class Incremental Learning
Code Code Available Scalable Few-Shot Learning of Robust Biomedical Name Representations Jun 1, 2021 Continual Learning Few-Shot Learning
Code Code Available CLIMB-3D: Continual Learning for Imbalanced 3D Instance Segmentation Feb 24, 2025 3D Instance Segmentation Continual Learning
Code Code Available Attend Before you Act: Leveraging human visual attention for continual learning Jul 25, 2018 Continual Learning Decision Making
Code Code Available CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models Mar 6, 2025 Benchmarking Continual Learning
Code Code Available Convolution with even-sized kernels and symmetric padding Mar 20, 2019 Continual Learning image-classification
Code Code Available Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Towards Redundancy-Free Sub-networks in Continual Learning Dec 1, 2023 Continual Learning
Code Code Available Contrastive Learning for Online Semi-Supervised General Continual Learning Jul 12, 2022 Continual Learning Contrastive Learning
Code Code Available Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available 