Recursive Distillation for Open-Set Distributed Robot Localization Dec 26, 2023 Continual Learning Image Retrieval
— Unverified PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Dec 22, 2023 Continual Learning Graph Learning
Code Code Available Learning to Prompt Knowledge Transfer for Open-World Continual Learning Dec 22, 2023 Continual Learning Transfer Learning
Code Code Available Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Dec 21, 2023 Continual Learning
Code Code Available Underwater Acoustic Signal Recognition Based on Salient Feature Dec 20, 2023 Continual Learning Deep Learning
— Unverified Interactive Visual Task Learning for Robots Dec 20, 2023 Continual Learning Novel Concepts
— Unverified Doubly Perturbed Task Free Continual Learning Dec 20, 2023 Continual Learning Decision Making
— Unverified CLOVA: A Closed-Loop Visual Assistant with Tool Usage and Update Dec 18, 2023 Continual Learning Question Answering
— Unverified Bayesian Metaplasticity from Synaptic Uncertainty Dec 15, 2023 Bayesian Inference Continual Learning
— Unverified Continual Adversarial Defense Dec 15, 2023 Adversarial Defense Continual Learning
Code Code Available RTRA: Rapid Training of Regularization-based Approaches in Continual Learning Dec 14, 2023 Continual Learning
— Unverified PBES: PCA Based Exemplar Sampling Algorithm for Continual Learning Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning Dec 14, 2023 Continual Learning
Code Code Available Adaptive Shortcut Debiasing for Online Continual Learning Dec 14, 2023 Continual Learning
— Unverified Managing the unknown: a survey on Open Set Recognition and tangential areas Dec 14, 2023 Continual Learning Novelty Detection
— Unverified Read Between the Layers: Leveraging Multi-Layer Representations for Rehearsal-Free Continual Learning with Pre-Trained Models Dec 13, 2023 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning through Networks Splitting and Merging with Dreaming-Meta-Weighted Model Fusion Dec 12, 2023 Continual Learning
— Unverified Spatiotemporal Event Graphs for Dynamic Scene Understanding Dec 11, 2023 Action Detection Activity Detection
— Unverified NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences Dec 10, 2023 Continual Learning NeRF
— Unverified Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning Dec 10, 2023 Continual Learning Denoising
— Unverified Continual learning for surface defect segmentation by subnetwork creation and selection Dec 8, 2023 Continual Learning Lifelong 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 Benchmarking Continual Learning from Cognitive Perspectives Dec 6, 2023 Benchmarking Continual Learning
— Unverified Wake-Sleep Consolidated Learning Dec 6, 2023 Continual Learning Hippocampus
— Unverified Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Advanced Manufacturing Dec 5, 2023 Anomaly Detection class-incremental learning
— Unverified Distributed Continual Learning with CoCoA in High-dimensional Linear Regression Dec 4, 2023 Continual Learning regression
— Unverified Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Dec 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Label Delay in Online Continual Learning Dec 1, 2023 Continual Learning GPU
— Unverified Towards Redundancy-Free Sub-networks in Continual Learning Dec 1, 2023 Continual Learning
Code Code Available Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters Nov 30, 2023 Continual Learning Hard Attention
— Unverified Negotiated Representations to Prevent Forgetting in Machine Learning Applications Nov 30, 2023 Continual Learning Image Classification
Code Code Available Directions of Curvature as an Explanation for Loss of Plasticity Nov 30, 2023 Continual Learning
— Unverified Continual Learning with Low Rank Adaptation Nov 29, 2023 Continual Learning Incremental Learning
— Unverified Adversarial Robust Memory-Based Continual Learner Nov 29, 2023 Adversarial Robustness Continual Learning
Code Code Available SCStory: Self-supervised and Continual Online Story Discovery Nov 27, 2023 Articles Continual Learning
Code Code Available FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Nov 27, 2023 Continual Learning Continual Semantic Segmentation
— Unverified Continual Instruction Tuning for Large Multimodal Models Nov 27, 2023 Continual Learning
— Unverified Class-Adaptive Sampling Policy for Efficient Continual Learning Nov 27, 2023 Continual Learning
Code Code Available KOPPA: Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All Nov 26, 2023 All Continual Learning
— Unverified Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation Nov 26, 2023 Continual Learning
— Unverified Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Nov 26, 2023 Continual Learning
Code Code Available CUCL: Codebook for Unsupervised Continual Learning Nov 25, 2023 Continual Learning Diversity
Code Code Available Class Gradient Projection For Continual Learning Nov 25, 2023 Continual Learning Contrastive Learning
Code Code Available Learning in Deep Factor Graphs with Gaussian Belief Propagation Nov 24, 2023 Continual Learning Denoising
Code Code Available CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Nov 22, 2023 Continual Learning
— Unverified Revisiting Supervision for Continual Representation Learning Nov 22, 2023 Continual Learning Representation Learning
Code Code Available Evaluating Pretrained models for Deployable Lifelong Learning Nov 22, 2023 Atari Games class-incremental learning
— Unverified Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Nov 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation Nov 21, 2023 Continual Learning Machine Unlearning
— Unverified Replay-enhanced Continual Reinforcement Learning Nov 20, 2023 Continual Learning reinforcement-learning
Code Code Available 