Soft Confusion Matrix Classifier for Stream Classification Sep 16, 2021 Classification Incremental Learning
— Unverified How do I update my model? On the resilience of Predictive Process Monitoring models to change Sep 8, 2021 Incremental Learning Predictive Process Monitoring
— Unverified Memory-Free Generative Replay For Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available SURFNet: Super-resolution of Turbulent Flows with Transfer Learning using Small Datasets Aug 17, 2021 Incremental Learning Super-Resolution
— Unverified Contextual Mood Analysis with Knowledge Graph Representation for Hindi Song Lyrics in Devanagari Script Aug 16, 2021 Incremental Learning Retrieval
— Unverified Incremental Learning for Personalized Recommender Systems Aug 13, 2021 Incremental Learning Recommendation Systems
— Unverified DIODE: Dilatable Incremental Object Detection Aug 12, 2021 Incremental Learning Object
— Unverified Video Transformer for Deepfake Detection with Incremental Learning Aug 11, 2021 3D Face Reconstruction DeepFake Detection
— Unverified An EM Framework for Online Incremental Learning of Semantic Segmentation Aug 8, 2021 Incremental Learning Missing Labels
Code Code Available Quantum Continual Learning Overcoming Catastrophic Forgetting Aug 5, 2021 BIG-bench Machine Learning Continual Learning
— Unverified 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 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 When Video Classification Meets Incremental Classes Jun 30, 2021 Classification class-incremental learning
— Unverified 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 Modeling morphology with Linear Discriminative Learning: considerations and design choices Jun 15, 2021 Incremental Learning
— Unverified Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions Jun 14, 2021 BIG-bench Machine Learning Incremental Learning
Code Code Available FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Jun 14, 2021 Incremental Learning Quantization
— Unverified 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 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 Continual Learning with Fully Probabilistic Models Apr 19, 2021 Boundary Detection class-incremental learning
— Unverified Unsupervised Continual Learning Via Pseudo Labels Apr 14, 2021 Clustering Continual Learning
— Unverified 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 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 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 Incrementally Zero-Shot Detection by an Extreme Value Analyzer Mar 23, 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 ZS-IL: Looking Back on Learned ExperiencesFor Zero-Shot Incremental Learning Mar 22, 2021 Incremental Learning
— Unverified Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition Mar 15, 2021 Continual Learning Facial Expression Recognition
— Unverified OpinionMine:ABayesian-based framework for opinion mining using Twitter Data Mar 15, 2021 Incremental Learning Opinion Mining
— Unverified Uncertainty-aware Incremental Learning for Multi-organ Segmentation Mar 9, 2021 Ethics Incremental Learning
— Unverified Incremental Learning for Multi-organ Segmentation with Partially Labeled Datasets Mar 8, 2021 Incremental Learning Organ Segmentation
— Unverified Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning Mar 6, 2021 class-incremental learning Class Incremental Learning
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