Towards Label-Efficient Incremental Learning: A Survey Feb 1, 2023 Incremental Learning Self-Supervised Learning
Code Code Available Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified TIDo: Source-free Task Incremental Learning in Non-stationary Environments Jan 28, 2023 Disease Prediction Incremental Learning
— Unverified Unbiased and Efficient Self-Supervised Incremental Contrastive Learning Jan 28, 2023 Contrastive Learning Graph Representation Learning
Code Code Available Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing Jan 27, 2023 Incremental Learning
— Unverified Class-Incremental Learning with Repetition Jan 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Explain What You See: Open-Ended Segmentation and Recognition of Occluded 3D Objects Jan 17, 2023 Incremental Learning Object
— Unverified Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding Jan 17, 2023 Continual Learning Graph Embedding
— Unverified RMM: Reinforced Memory Management for Class-Incremental Learning Jan 14, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class-Incremental Learning For Real-World Food Image Classification Jan 12, 2023 Classification class-incremental learning
Code Code Available Effective Decision Boundary Learning for Class Incremental Learning Jan 12, 2023 class-incremental learning Class Incremental Learning
— Unverified Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
— Unverified On the challenges to learn from Natural Data Streams Jan 9, 2023 Incremental Learning
— Unverified Latent Spectral Regularization for Continual Learning Jan 9, 2023 Continual Learning Incremental Learning
Code Code Available Architect, Regularize and Replay (ARR): a Flexible Hybrid Approach for Continual Learning Jan 6, 2023 class-incremental learning Class Incremental Learning
— Unverified Dissecting Continual Learning a Structural and Data Analysis Jan 3, 2023 Continual Learning Incremental Learning
— Unverified Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once Jan 1, 2023 Incremental Learning Multi-Task Learning
— Unverified Growing a Brain with Sparsity-Inducing Generation for Continual Learning Jan 1, 2023 Action Recognition Continual Learning
Code Code Available GKEAL: Gaussian Kernel Embedded Analytic Learning for Few-Shot Class Incremental Task Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified CafeBoost: Causal Feature Boost To Eliminate Task-Induced Bias for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Endpoints Weight Fusion for Class Incremental Semantic Segmentation Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified MDL-NAS: A Joint Multi-Domain Learning Framework for Vision Transformer Jan 1, 2023 image-classification Image Classification
— Unverified CO-Net: Learning Multiple Point Cloud Tasks at Once with A Cohesive Network Jan 1, 2023 Incremental Learning Multi-Task Learning
— Unverified Decoupling Learning and Remembering: A Bilevel Memory Framework With Knowledge Projection for Task-Incremental Learning Jan 1, 2023 Incremental Learning
Code Code Available Self-Organizing Pathway Expansion for Non-Exemplar Class-Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified 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 DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Space-time Prompting for Video Class-incremental Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference Jan 1, 2023 class-incremental learning Class Incremental Learning
— Unverified Broad Learning System with Takagi-Sugeno Fuzzy Subsystem for Tobacco Origin Identification based on Near Infrared Spectroscopy Dec 31, 2022 Incremental Learning
— Unverified Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting Dec 24, 2022 Incremental Learning Lifelong learning
— Unverified Efficient Induction of Language Models Via Probabilistic Concept Formation Dec 22, 2022 Attribute Incremental Learning
— Unverified UNIKD: UNcertainty-filtered Incremental Knowledge Distillation for Neural Implicit Representation Dec 21, 2022 3D Reconstruction Incremental Learning
Code Code Available Scalable Learning with Incremental Probabilistic PCA Dec 20, 2022 class-incremental learning Class Incremental Learning
Code Code Available Task-Adaptive Saliency Guidance for Exemplar-free Class Incremental Learning Dec 16, 2022 class-incremental learning Class Incremental Learning
Code Code Available MEIL-NeRF: Memory-Efficient Incremental Learning of Neural Radiance Fields Dec 16, 2022 Incremental Learning NeRF
— Unverified Evidential Deep Learning for Class-Incremental Semantic Segmentation Dec 6, 2022 class-incremental learning Class Incremental Learning
— Unverified Single image calibration using knowledge distillation approaches Dec 5, 2022 Camera Calibration Incremental Learning
— Unverified DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Dec 5, 2022 3D Object Detection class-incremental learning
— Unverified An Incremental Learning Approach for Sustainable Region Isolation and Integration Dec 2, 2022 Incremental Learning
— Unverified Continual Learning with Optimal Transport based Mixture Model Nov 30, 2022 class-incremental learning Class Incremental Learning
— Unverified Task-Specific Embeddings for Ante-Hoc Explainable Text Classification Nov 30, 2022 Classification Incremental Learning
— Unverified Learning to Learn: How to Continuously Teach Humans and Machines Nov 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Neural Weight Search for Scalable Task Incremental Learning Nov 24, 2022 Incremental Learning
Code Code Available Unsupervised Unlearning of Concept Drift with Autoencoders Nov 23, 2022 Drift Detection Incremental Learning
Code Code Available An Investigation of the Combination of Rehearsal and Knowledge Distillation in Continual Learning for Spoken Language Understanding Nov 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening Nov 9, 2022 Image Segmentation Incremental Learning
— Unverified Prototypical quadruplet for few-shot class incremental learning Nov 5, 2022 class-incremental learning Class Incremental Learning
— Unverified Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach Nov 2, 2022 Feature Importance Incremental Learning
— Unverified 