Co-Transport for Class-Incremental Learning Jul 27, 2021 class-incremental learning Class Incremental Learning
Code Code Available Revisiting Catastrophic Forgetting in Class Incremental Learning Jul 26, 2021 class-incremental learning Class Incremental Learning
— Unverified In Defense of the Learning Without Forgetting for Task Incremental Learning Jul 26, 2021 Continual Learning Incremental Learning
— Unverified Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning Jul 19, 2021 class-incremental learning Class Incremental Learning
Code Code Available Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN Jul 18, 2021 Board Games Graph Neural Network
— Unverified Online Learning for Recommendations at Grubhub Jul 15, 2021 Incremental Learning Off-policy evaluation
— Unverified A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification Jul 9, 2021 class-incremental learning Class Incremental Learning
— Unverified Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network Jul 3, 2021 class-incremental learning Class Incremental Learning
Code Code Available When Video Classification Meets Incremental Classes Jun 30, 2021 Classification class-incremental learning
— Unverified Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations Jun 23, 2021 Event Extraction Incremental Learning
Code Code Available SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning Jun 22, 2021 class-incremental learning Class Incremental Learning
Code Code Available On the importance of cross-task features for class-incremental learning Jun 22, 2021 class-incremental learning Class Incremental Learning
Code Code Available Incremental Deep Neural Network Learning using Classification Confidence Thresholding Jun 21, 2021 Classification Incremental Learning
— Unverified Prototype Augmentation and Self-Supervision for Incremental Learning Jun 19, 2021 Incremental Learning Self-Supervised Learning
— Unverified Post-Selections in AI and How to Avoid Them Jun 19, 2021 Incremental Learning
— Unverified Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay Jun 17, 2021 class-incremental learning Class Incremental Learning
— Unverified Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning Jun 17, 2021 class-incremental learning Class Incremental Learning
Code Code Available Modeling morphology with Linear Discriminative Learning: considerations and design choices Jun 15, 2021 Incremental Learning
— Unverified FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Jun 14, 2021 Incremental Learning Quantization
— Unverified Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions Jun 14, 2021 BIG-bench Machine Learning Incremental Learning
Code Code Available Knowledge Consolidation based Class Incremental Online Learning with Limited Data Jun 12, 2021 class-incremental learning Class Incremental Learning
— Unverified Generative Feature-driven Image Replay for Continual Learning Jun 9, 2021 Class Incremental Learning Continual Learning
— Unverified Energy Aligning for Biased Models Jun 7, 2021 class-incremental learning Class Incremental Learning
— Unverified FITAnnotator: A Flexible and Intelligent Text Annotation System Jun 1, 2021 Active Learning Incremental Learning
— Unverified A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks May 27, 2021 Continual Learning Incremental Learning
— Unverified Low-Memory Implementations of Ridge Solutions for Broad Learning System with Incremental Learning May 21, 2021 Incremental Learning
— Unverified Class-Incremental Learning for Wireless Device Identification in IoT May 8, 2021 class-incremental learning Class Incremental Learning
Code Code Available Generation and frame characteristics of predefined evenly-distributed class centroids for pattern classification May 2, 2021 Incremental Learning
— Unverified A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation Apr 22, 2021 Image Segmentation Incremental Learning
— Unverified IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Apr 21, 2021 Contrastive Learning Incremental Learning
— Unverified Class-Incremental Learning with Generative Classifiers Apr 20, 2021 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning with Fully Probabilistic Models Apr 19, 2021 Boundary Detection class-incremental learning
— Unverified On Learning the Geodesic Path for Incremental Learning Apr 17, 2021 Incremental Learning Knowledge Distillation
Code Code Available Unsupervised Continual Learning Via Pseudo Labels Apr 14, 2021 Clustering Continual Learning
— Unverified Neural Architecture Search of Deep Priors: Towards Continual Learning without Catastrophic Interference Apr 14, 2021 Continual Learning General Classification
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available Dynamic Modeling of User Preferences for Stable Recommendations Apr 11, 2021 Incremental Learning Recommendation Systems
Code Code Available Unsupervised Class-Incremental Learning Through Confusion Apr 9, 2021 class-incremental learning Class Incremental Learning
— Unverified Few-Shot Incremental Learning with Continually Evolved Classifiers Apr 7, 2021 class-incremental learning Class Incremental Learning
Code Code Available Learnable Expansion-and-Compression Network for Few-shot Class-Incremental Learning Apr 6, 2021 class-incremental learning Class Incremental Learning
— Unverified Class-incremental Learning using a Sequence of Partial Implicitly Regularized Classifiers Apr 4, 2021 class-incremental learning Class Incremental Learning
— Unverified Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation Apr 2, 2021 Class-Incremental Semantic Segmentation Diversity
— Unverified DER: Dynamically Expandable Representation for Class Incremental Learning Mar 31, 2021 class-incremental learning Class Incremental Learning
Code Code Available Rectification-based Knowledge Retention for Continual Learning Mar 30, 2021 Continual Learning Generalized Zero-Shot Learning
— Unverified ClaRe: Practical Class Incremental Learning By Remembering Previous Class Representations Mar 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Balanced softmax cross-entropy for incremental learning with and without memory Mar 23, 2021 class-incremental learning Class Incremental Learning
— Unverified Lifelong Person Re-Identification via Adaptive Knowledge Accumulation Mar 23, 2021 Incremental Learning Lifelong learning
Code Code Available Incrementally Zero-Shot Detection by an Extreme Value Analyzer Mar 23, 2021 class-incremental learning Class Incremental Learning
— Unverified F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object Learning Mar 23, 2021 Incremental Learning Object
Code Code Available ZS-IL: Looking Back on Learned ExperiencesFor Zero-Shot Incremental Learning Mar 22, 2021 Incremental Learning
— Unverified 