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— Unverified 00 Hypernetworks for Continual Semi-Supervised Learning Oct 5, 2021 Continual Learning Generative Adversarial Network
— Unverified 00 Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding Jan 5, 2022 Continual Learning domain classification
— Unverified 00 Hyperparameter Selection in Continual Learning Apr 9, 2024 Continual Learning
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— Unverified 00 Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning Feb 3, 2025 Continual Learning Lifelong learning
— Unverified 00 I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning Apr 21, 2024 Continual Learning image-classification
— Unverified 00 CommAI: Evaluating the first steps towards a useful general AI Jan 31, 2017 BIG-bench Machine Learning Continual Learning
— Unverified 00 Structural Knowledge Informed Continual Multivariate Time Series Forecasting Feb 20, 2024 Continual Learning Graph structure learning
— Unverified 00 Unsupervised Continual Learning in Streaming Environments Sep 20, 2021 Clustering Continual Learning
— Unverified 00 VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought Jun 20, 2024 Action Anticipation Continual Learning
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— Unverified 00 Studying Generalization on Memory-Based Methods in Continual Learning Jun 16, 2023 Continual Learning Out-of-Distribution Generalization
— Unverified 00 iDPA: Instance Decoupled Prompt Attention for Incremental Medical Object Detection May 31, 2025 Continual Learning Medical Object Detection
— Unverified 00 IF2Net: Innately Forgetting-Free Networks for Continual Learning Jun 18, 2023 Continual Learning Decision Making
— Unverified 00 iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets Jun 3, 2024 Activity Recognition Continual Learning
— Unverified 00 ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale Jul 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 00 Image De-Raining via Continual Learning Jun 19, 2021 Continual Learning
— Unverified 00 ImageNet-RIB Benchmark: Large Pre-Training Datasets Don't Guarantee Robustness after Fine-Tuning Oct 28, 2024 Continual Learning
— Unverified 00 CoMFormer: Continual Learning in Semantic and Panoptic Segmentation Nov 25, 2022 Continual Learning Continual Panoptic Segmentation
— Unverified 00 Combining Weakly Supervised ML Techniques for Low-Resource NLU Jun 1, 2021 Continual Learning Data Augmentation
— Unverified 00 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Oct 13, 2023 Continual Learning Transfer Learning
— Unverified 00 Combining Variational Continual Learning with FiLM Layers Jun 12, 2020 Continual Learning
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— Unverified 00 Federated and continual learning for classification tasks in a society of devices Jun 12, 2020 Continual Learning Federated Learning
— Unverified 00 ImpressLearn: Continual Learning via Combined Task Impressions Oct 5, 2022 Continual Learning image-classification
— Unverified 00 Continual Domain-Tuning for Pretrained Language Models Apr 5, 2020 Continual Learning
— Unverified 00 Cognitively Inspired Learning of Incremental Drifting Concepts Oct 9, 2021 Continual Learning
— Unverified 00 Improving conversion rate prediction via self-supervised pre-training in online advertising Jan 25, 2024 Continual Learning
— Unverified 00 Distribution-Aware Replay for Continual MRI Segmentation Jul 30, 2024 Continual Learning Hippocampus
— Unverified 00 Improving Expert Specialization in Mixture of Experts Feb 28, 2023 Continual Learning Mixture-of-Experts
— Unverified 00 A Deep Learning Framework for Lifelong Machine Learning May 1, 2021 BIG-bench Machine Learning Continual Learning
— Unverified 00 Improving GenIR Systems Based on User Feedback Jan 6, 2025 Continual Learning Prompt Learning
— Unverified 00 Improving Human Motion Prediction Through Continual Learning Jul 1, 2021 Continual Learning Diversity
— Unverified 00 Improving information retention in large scale online continual learning Oct 12, 2022 Continual Learning
— Unverified 00 Addressing Spatial-Temporal Data Heterogeneity in Federated Continual Learning via Tail Anchor Dec 24, 2024 Continual Learning Federated Learning
— Unverified 00 Improving Multimodal Large Language Models Using Continual Learning Oct 25, 2024 Continual Learning Natural Language Understanding
— Unverified 00 Addressing Client Drift in Federated Continual Learning with Adaptive Optimization Mar 24, 2022 Continual Learning Federated Learning
— Unverified 00 Improving Performance in Continual Learning Tasks using Bio-Inspired Architectures Aug 8, 2023 Continual Learning Split-CIFAR-10
— Unverified 00 CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity May 9, 2025 Continual Learning
— Unverified 00 A Benchmark and Empirical Analysis for Replay Strategies in Continual Learning Aug 4, 2022 Continual Learning
— Unverified 00 Improving Replay Sample Selection and Storage for Less Forgetting in Continual Learning Aug 3, 2023 Continual Learning
— Unverified 00 Susceptibility of Continual Learning Against Adversarial Attacks Jul 11, 2022 class-incremental learning Class Incremental Learning
— Unverified 00 Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments Sep 4, 2024 Continual Learning Navigate
— Unverified 00 Sustainable Artificial Intelligence through Continual Learning Nov 17, 2021 Continual Learning
— Unverified 00 Sustainable Self-evolution Adversarial Training Dec 3, 2024 Adversarial Defense Continual Learning
— Unverified 00 COBRA: A Continual Learning Approach to Vision-Brain Understanding Nov 25, 2024 Continual Learning
— Unverified 00 INCPrompt: Task-Aware incremental Prompting for Rehearsal-Free Class-incremental Learning Jan 22, 2024 class-incremental learning Class Incremental Learning
— Unverified 00 Increasing Depth of Neural Networks for Life-long Learning Feb 22, 2022 Continual Learning Permuted-MNIST
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