Hierarchically branched diffusion models leverage dataset structure for class-conditional generation Dec 21, 2022 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 Helpful or Harmful: Inter-Task Association in Continual Learning Oct 23, 2022 Class Incremental Learning Continual Learning
Code Code Available 5 Direction Concentration Learning: Enhancing Congruency in Machine Learning Dec 17, 2019 BIG-bench Machine Learning Continual Learning
Code Code Available 5 Hierarchically Structured Meta-learning May 13, 2019 Clustering Continual Learning
Code Code Available 5 Discrete Key-Value Bottleneck Jul 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available 5 ICICLE: Interpretable Class Incremental Continual Learning Mar 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available 5 [Re] Training Binary Neural Networks using the Bayesian Learning Rule Jan 31, 2021 Continual Learning Semantic Segmentation
Code Code Available 5 iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning Jul 12, 2024 class-incremental learning Class Incremental 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 Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available 5 Disentangling and Mitigating the Impact of Task Similarity for Continual Learning May 30, 2024 Continual Learning Permuted-MNIST
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 Gradient Correlation Subspace Learning against Catastrophic Forgetting Mar 4, 2024 Continual Learning
Code Code Available 5 A Brief Review of Hypernetworks in Deep Learning Jun 12, 2023 Causal Inference Continual Learning
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 Gradient Episodic Memory for Continual Learning Jun 26, 2017 Continual Learning Incremental 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 Continual Learning for Infinite Hierarchical Change-Point Detection Oct 22, 2019 Change Point Detection Continual Learning
Code Code Available 5 Generative vs. Discriminative: Rethinking The Meta-Continual Learning Dec 1, 2021 Continual Learning Meta-Learning
Code Code Available 5 Saturation Self-Organizing Map Jun 12, 2025 Continual Learning
Code Code Available 5 Continual Learning for Human State Monitoring Jun 29, 2022 Continual Learning Time Series
Code Code Available 5 Scalable Few-Shot Learning of Robust Biomedical Name Representations Jun 1, 2021 Continual Learning Few-Shot Learning
Code Code Available 5 A mean teacher algorithm for unlearning of language models Apr 18, 2025 Continual Learning Language Modeling
Code Code Available 5 Graceful task adaptation with a bi-hemispheric RL agent Jul 16, 2024 Continual Learning
Code Code Available 5 Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning May 20, 2024 Continual Learning Diversity
Code Code Available 5 Generative Models from the perspective of Continual Learning Dec 21, 2018 Continual Learning Image Generation
Code Code Available 5 Continual Learning for Generative Retrieval over Dynamic Corpora Aug 29, 2023 Continual Learning Quantization
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 Context selectivity with dynamic availability enables lifelong continual learning Jun 2, 2023 Continual Learning Lifelong learning
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 Functional Regularisation for Continual Learning with Gaussian Processes Jan 31, 2019 Bayesian Inference Continual Learning
Code Code Available 5 Continual Learning for Behavior-based Driver Identification Dec 14, 2024 Continual Learning Driver Identification
Code Code Available 5 Selective Replay Enhances Learning in Online Continual Analogical Reasoning Mar 6, 2021 Continual Learning image-classification
Code Code Available 5 Accurate Forgetting for Heterogeneous Federated Continual Learning Feb 20, 2025 Continual Learning Federated Learning
Code Code Available 5 Function-space Parameterization of Neural Networks for Sequential Learning Mar 16, 2024 Continual Learning Gaussian Processes
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 Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach Jul 16, 2021 Audio captioning Continual Learning
Code Code Available 5 Behaviour Distillation Jun 21, 2024 Continual Learning continuous-control
Code Code Available 5 From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Oct 16, 2024 Continual Learning
Code Code Available 5 Alleviating Representational Shift for Continual Fine-tuning Apr 22, 2022 Continual Learning
Code Code Available 5 FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework Nov 4, 2024 Continual Learning Contrastive Learning
Code Code Available 5 From MNIST to ImageNet and Back: Benchmarking Continual Curriculum Learning Mar 16, 2023 Benchmarking Continual Learning
Code Code Available 5 Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning Sep 28, 2024 Continual Learning Maximum Separation
Code Code Available 5 DRILL: Dynamic Representations for Imbalanced Lifelong Learning May 18, 2021 Continual Learning Lifelong 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 Flatness-aware Sequential Learning Generates Resilient Backdoors Jul 20, 2024 Continual Learning
Code Code Available 5 Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis Oct 29, 2024 Continual Learning Image Generation
Code Code Available 5 Fine-tuning can cripple your foundation model; preserving features may be the solution Aug 25, 2023 Continual Learning
Code Code Available 5 