Incremental Learning and State-Space Evolving Fuzzy Control of Nonlinear Time-Varying Systems with Unknown Model Feb 18, 2021 Incremental Learning
— Unverified Adversarial Targeted Forgetting in Regularization and Generative Based Continual Learning Models Feb 16, 2021 Backdoor Attack class-incremental learning
— Unverified Self-Supervised Features Improve Open-World Learning Feb 15, 2021 Incremental Learning Out-of-Distribution Detection
Code Code Available LIME: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks Feb 11, 2021 Anomaly Detection Fraud Detection
Code Code Available A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning Feb 5, 2021 Incremental Learning Management
— Unverified Do Not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting Feb 3, 2021 Deep Learning Incremental Learning
— Unverified A Simple yet Brisk and Efficient Active Learning Platform for Text Classification Jan 31, 2021 Active Learning BIG-bench Machine Learning
Code Code Available Semi-Automatic Annotation For Visual Object Tracking Jan 18, 2021 Incremental Learning Object
Code Code Available Incremental Knowledge Based Question Answering Jan 18, 2021 Incremental Learning Knowledge Distillation
— Unverified CLeaR: An Adaptive Continual Learning Framework for Regression Tasks Jan 4, 2021 Continual Learning Incremental Learning
— Unverified Striking a Balance Between Stability and Plasticity for Class-Incremental Learning Jan 1, 2021 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning on Growing Graphs Jan 1, 2021 Graph Learning Incremental Learning
— Unverified Synthesized Feature Based Few-Shot Class-Incremental Learning on a Mixture of Subspaces Jan 1, 2021 class-incremental learning Class Incremental Learning
— Unverified BaSIL: Learning Incrementally using a Bayesian Memory-Based Streaming Approach Jan 1, 2021 Incremental Learning
— Unverified Incremental few-shot learning via vector quantization in deep embedded space Jan 1, 2021 class-incremental learning Class Incremental Learning
— Unverified Learning to Balance with Incremental Learning Jan 1, 2021 Incremental Learning
— Unverified Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning Jan 1, 2021 class-incremental learning Class Incremental Learning
— Unverified Incremental Embedding Learning via Zero-Shot Translation Dec 31, 2020 Face Recognition Image Retrieval
Code Code Available SID: Incremental Learning for Anchor-Free Object Detection via Selective and Inter-Related Distillation Dec 31, 2020 Incremental Learning object-detection
— Unverified Incremental learning with online SVMs on LiDAR sensory data Dec 30, 2020 Incremental Learning
— Unverified AILearn: An Adaptive Incremental Learning Model for Spoof Fingerprint Detection Dec 29, 2020 Incremental Learning
— Unverified Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition Dec 17, 2020 Continual Learning Face Recognition
— Unverified I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting Dec 16, 2020 3D Object Classification Fairness
— Unverified Class-incremental Learning with Rectified Feature-Graph Preservation Dec 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Knowledge Capture and Replay for Continual Learning Dec 12, 2020 Continual Learning Denoising
— Unverified Consequences of Slow Neural Dynamics for Incremental Learning Dec 12, 2020 Incremental Learning Inductive Bias
— Unverified Self-Training for Class-Incremental Semantic Segmentation Dec 6, 2020 Class-Incremental Semantic Segmentation Incremental Learning
— Unverified Incremental Learning via Rate Reduction Nov 30, 2020 Deep Learning Incremental Learning
— Unverified A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels Nov 25, 2020 Generalized Zero-Shot Learning Image Classification
Code Code Available Learn to Bind and Grow Neural Structures Nov 21, 2020 Bayesian Optimization Continual Learning
— Unverified Sequential Targeting: an incremental learning approach for data imbalance in text classification Nov 20, 2020 General Classification Incremental Learning
— Unverified A Cognitive Approach based on the Actionable Knowledge Graph for supporting Maintenance Operations Nov 18, 2020 Incremental Learning Object Recognition
— Unverified A CNN-based Feature Space for Semi-supervised Incremental Learning in Assisted Living Applications Nov 11, 2020 General Classification Incremental Learning
— Unverified A Comprehensive Study of Class Incremental Learning Algorithms for Visual Tasks Nov 3, 2020 class-incremental learning Class Incremental Learning
— Unverified Incremental Event Detection via Knowledge Consolidation Networks Nov 1, 2020 Event Detection Incremental Learning
— Unverified A User Study of the Incremental Learning in NMT Nov 1, 2020 Incremental Learning Machine Translation
— Unverified Collaborative Method for Incremental Learning on Classification and Generation Oct 29, 2020 Attribute Classification
— Unverified Class-incremental learning: survey and performance evaluation on image classification Oct 28, 2020 class-incremental learning Class Incremental Learning
— Unverified Class-incremental Learning with Pre-allocated Fixed Classifiers Oct 16, 2020 class-incremental learning Class Incremental Learning
Code Code Available Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis Oct 6, 2020 Aspect Category Sentiment Analysis Decoder
Code Code Available Contextual Bandits for adapting to changing User preferences over time Sep 21, 2020 Incremental Learning Multi-Armed Bandits
— Unverified Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning Sep 5, 2020 BIG-bench Machine Learning Event Detection
— Unverified A Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
— Unverified Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling Sep 3, 2020 Incremental Learning Inductive Bias
— Unverified Initial Classifier Weights Replay for Memoryless Class Incremental Learning Aug 31, 2020 All class-incremental learning
— Unverified iLGaCo: Incremental Learning of Gait Covariate Factors Aug 31, 2020 Gait Recognition Incremental Learning
— Unverified Learning Adaptive Embedding Considering Incremental Class Aug 31, 2020 class-incremental learning Class Incremental Learning
Code Code Available GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Aug 25, 2020 Incremental Learning Recommendation Systems
Code Code Available Active Class Incremental Learning for Imbalanced Datasets Aug 25, 2020 class-incremental learning Class Incremental Learning
— Unverified 