Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning Nov 2, 2022 Action Recognition class-incremental learning
— Unverified 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 Memory Transformer Network for Incremental Learning Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified Continual Learning with Evolving Class Ontologies Oct 10, 2022 class-incremental learning Class Incremental Learning
— Unverified A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification Oct 10, 2022 Drift Detection Incremental Learning
— Unverified 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 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 Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Sep 20, 2022 Continual Learning Continual Semantic Segmentation
Code Code Available Continual Learning for Class- and Domain-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified 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 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
Code Code Available Reinforced Continual Learning for Graphs Sep 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available An Incremental Learning framework for Large-scale CTR Prediction Sep 1, 2022 Click-Through Rate Prediction Incremental Learning
— Unverified Incremental Learning in Diagonal Linear Networks Aug 31, 2022 Incremental Learning regression
— Unverified Beyond Supervised Continual Learning: a Review Aug 30, 2022 Continual Learning Incremental Learning
— Unverified Sustaining Fairness via Incremental Learning Aug 25, 2022 Fairness Incremental Learning
Code Code Available Knowledge-based and Data-driven Reasoning and Learning for Ad Hoc Teamwork Aug 24, 2022 Decision Making Incremental Learning
— Unverified Go ahead and do not forget: Modular lifelong learning from event-based data Aug 21, 2022 Incremental Learning Lifelong learning
Code Code Available DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning Aug 17, 2022 class-incremental learning Class Incremental Learning
— Unverified Memorizing Complementation Network for Few-Shot Class-Incremental Learning Aug 11, 2022 class-incremental learning Class Incremental Learning
— Unverified Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation Aug 10, 2022 Domain Adaptation Incremental Learning
— Unverified Continual Prune-and-Select: Class-incremental learning with specialized subnetworks Aug 9, 2022 class-incremental learning Class Incremental Learning
Code Code Available A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring Aug 8, 2022 Classification class-incremental learning
— Unverified Centroids Matching: an efficient Continual Learning approach operating in the embedding space Aug 3, 2022 Continual Learning Incremental Learning
Code Code Available Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis Jul 29, 2022 Few-Shot Learning Image Generation
— Unverified Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning Jul 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Few-Shot Class-Incremental Learning via Entropy-Regularized Data-Free Replay Jul 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available Discrete Key-Value Bottleneck Jul 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry Jul 20, 2022 class-incremental learning Class Incremental Learning
— Unverified ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale Jul 19, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Jul 14, 2022 Incremental Learning
— Unverified PhishSim: Aiding Phishing Website Detection with a Feature-Free Tool Jul 13, 2022 Incremental Learning Phishing Website Detection
— Unverified Susceptibility of Continual Learning Against Adversarial Attacks Jul 11, 2022 class-incremental learning Class Incremental Learning
— Unverified Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning Jul 3, 2022 class-incremental learning Class Incremental Learning
— Unverified Few-shot incremental learning in the context of solar cell quality inspection Jul 1, 2022 Defect Detection Feature Engineering
— Unverified Supervised Deep Hashing for High-dimensional and Heterogeneous Case-based Reasoning Jun 29, 2022 Deep Hashing Incremental Learning
— Unverified SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries Jun 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available Hebbian Continual Representation Learning Jun 28, 2022 BIG-bench Machine Learning class-incremental learning
— Unverified Class Impression for Data-free Incremental Learning Jun 26, 2022 class-incremental learning Class Incremental Learning
Code Code Available General Univariate Estimation-of-Distribution Algorithms Jun 22, 2022 Incremental Learning
— Unverified Demystifying the Base and Novel Performances for Few-shot Class-incremental Learning Jun 18, 2022 class-incremental learning Class Incremental Learning
— Unverified TKIL: Tangent Kernel Approach for Class Balanced Incremental Learning Jun 17, 2022 class-incremental learning Class Incremental Learning
— Unverified Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective Jun 16, 2022 class-incremental learning Class Incremental Learning
— Unverified Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning Jun 15, 2022 Adversarial Robustness class-incremental learning
Code Code Available 