Broad Learning System with Takagi-Sugeno Fuzzy Subsystem for Tobacco Origin Identification based on Near Infrared Spectroscopy Dec 31, 2022 Incremental Learning
— Unverified Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning Dec 29, 2022 class-incremental learning Class Incremental Learning
Code Code Available Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting Dec 24, 2022 Incremental Learning Lifelong learning
— Unverified Re-basin via implicit Sinkhorn differentiation Dec 22, 2022 Continual Learning Incremental Learning
Code Code Available 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 3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Dec 13, 2022 Continual Learning Incremental Learning
Code Code Available 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 Task-Specific Embeddings for Ante-Hoc Explainable Text Classification Nov 30, 2022 Classification Incremental Learning
— Unverified Continual Learning with Optimal Transport based Mixture Model Nov 30, 2022 class-incremental learning Class Incremental Learning
— Unverified Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning Incremental Learning
Code Code Available 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 PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data Nov 24, 2022 Active Learning Incremental Learning
Code Code Available FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 class-incremental learning Class 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 A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach Nov 2, 2022 Feature Importance Incremental Learning
— Unverified Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning Nov 2, 2022 Action Recognition class-incremental learning
— Unverified Streaming Radiance Fields for 3D Video Synthesis Oct 26, 2022 Incremental Learning Model Optimization
Code Code Available On Robust Incremental Learning over Many Multilingual Steps Oct 25, 2022 Data Augmentation Incremental Learning
— Unverified Handling Label Uncertainty for Camera Incremental Person Re-Identification Oct 17, 2022 Incremental Learning Person Re-Identification
— Unverified Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Oct 13, 2022 Autonomous Driving class-incremental learning
— Unverified A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification Oct 10, 2022 Drift Detection Incremental Learning
— Unverified Continual Learning with Evolving Class Ontologies Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified A Memory Transformer Network for Incremental Learning Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Oct 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available Learning "O" Helps for Learning More: Handling the Concealed Entity Problem for Class-incremental NER Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available Multi-stream Fusion for Class Incremental Learning in Pill Image Classification Oct 5, 2022 Classification class-incremental learning
Code Code Available Learnable Distribution Calibration for Few-Shot Class-Incremental Learning Oct 1, 2022 class-incremental learning Class Incremental Learning
— Unverified Long-Tailed Class Incremental Learning Oct 1, 2022 class-incremental learning Class Incremental Learning
Code Code Available Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Sep 20, 2022 Continual Learning Continual Semantic Segmentation
Code Code Available Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified Continual Learning for Class- and Domain-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified On the Soft-Subnetwork for Few-shot Class Incremental Learning Sep 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Sep 15, 2022 Image Quality Assessment Incremental Learning
Code Code Available PlaStIL: Plastic and Stable Memory-Free Class-Incremental Learning Sep 14, 2022 class-incremental learning Class Incremental Learning
— Unverified Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark Sep 12, 2022 Incremental Learning
Code Code Available Few-shot Incremental Event Detection Sep 5, 2022 Event Detection Incremental Learning
— Unverified Class-Incremental Learning via Knowledge Amalgamation Sep 5, 2022 class-incremental learning Class Incremental Learning
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