Class-Incremental Learning via Dual Augmentation Dec 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available Coarse-To-Fine Incremental Few-Shot Learning Nov 24, 2021 class-incremental learning Class Incremental Learning
Code Code Available DyTox: Transformers for Continual Learning with DYnamic TOken eXpansion Nov 22, 2021 Class Incremental Learning Continual Learning
Code Code Available Self-Supervised Class Incremental Learning Nov 18, 2021 class-incremental learning Class Incremental Learning
— Unverified T-DFNN: An Incremental Learning Algorithm for Intrusion Detection Systems Nov 15, 2021 Incremental Learning Intrusion Detection
Code Code Available Lightweight machine unlearning in neural network Nov 10, 2021 Incremental Learning Machine Unlearning
— Unverified Regular Decision Processes for Grid Worlds Nov 5, 2021 Decision Making Decision Making Under Uncertainty
— Unverified DFCANet: Dense Feature Calibration-Attention Guided Network for Cross Domain Iris Presentation Attack Detection Nov 1, 2021 Cross-Domain Iris Presentation Attack Detection Incremental Learning
— Unverified Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat Minima Oct 30, 2021 Few-Shot Class-Incremental Learning Few-Shot Learning
Code Code Available Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection Oct 28, 2021 Class-Incremental Object Detection Incremental Learning
Code Code Available Brain-inspired feature exaggeration in generative replay for continual learning Oct 26, 2021 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning for Animal Pose Estimation using RBF k-DPP Oct 26, 2021 Animal Pose Estimation Incremental Learning
— Unverified Response-based Distillation for Incremental Object Detection Oct 26, 2021 Incremental Learning Knowledge Distillation
— Unverified Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Oct 25, 2021 Continual Learning Incremental Learning
— Unverified Latent-Insensitive autoencoders for Anomaly Detection Oct 25, 2021 Anomaly Detection Class Incremental Learning
— Unverified Multi-Domain Incremental Learning for Semantic Segmentation Oct 23, 2021 Incremental Learning Scene Segmentation
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available Class Incremental Online Streaming Learning Oct 20, 2021 class-incremental learning Class Incremental Learning
— Unverified Convergence Analysis and Implicit Regularization of Feedback Alignment for Deep Linear Networks Oct 20, 2021 Incremental Learning
— Unverified Tackling Dynamics in Federated Incremental Learning with Variational Embedding Rehearsal Oct 19, 2021 Federated Learning Incremental Learning
— Unverified Dataset Knowledge Transfer for Class-Incremental Learning without Memory Oct 16, 2021 class-incremental learning Class Incremental Learning
Code Code Available Towards Better Plasticity-Stability Trade-off in Incremental Learning: A Simple Linear Connector Oct 15, 2021 Incremental Learning
Code Code Available Subspace Regularizers for Few-Shot Class Incremental Learning Oct 13, 2021 class-incremental learning Class Incremental Learning
Code Code Available Zero-bias Deep Neural Network for Quickest RF Signal Surveillance Oct 12, 2021 Fairness Incremental Learning
— Unverified Avoiding Forgetting and Allowing Forward Transfer in Continual Learning via Sparse Networks Oct 11, 2021 class-incremental learning Class Incremental Learning
Code Code Available A Broad Ensemble Learning System for Drifting Stream Classification Oct 7, 2021 Classification Ensemble Learning
Code Code Available Objects in Semantic Topology Oct 6, 2021 Incremental Learning Language Modelling
— Unverified Incremental Class Learning using Variational Autoencoders with Similarity Learning Oct 4, 2021 Incremental Learning Metric Learning
— Unverified Looking Back on Learned Experiences For Class/task Incremental Learning Sep 29, 2021 Incremental Learning
— Unverified Modeling Unknown Semantic Labels as Uncertainty in the Prediction: Evidential Deep Learning for Class-Incremental Semantic Segmentation Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Wakening Past Concepts without Past Data: Class-incremental Learning from Placebos Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning Sep 29, 2021 Continual Learning Incremental Learning
— Unverified Gradient Imbalance and solution in Online Continual learning Sep 29, 2021 Continual Learning Incremental Learning
— Unverified Continual Learning Using Pseudo-Replay via Latent Space Sampling Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning Techniques for Online Human Activity Recognition Sep 20, 2021 Activity Recognition Human Activity Recognition
— Unverified A Novel Online Incremental Learning Intrusion Prevention System Sep 20, 2021 Incremental Learning Intrusion Detection
— Unverified Class incremental learning for video action classification Sep 19, 2021 Action Classification Action Recognition In Videos
— Unverified AirLoop: Lifelong Loop Closure Detection Sep 18, 2021 Incremental Learning Lifelong learning
Code Code Available 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 Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning Sep 1, 2021 class-incremental learning Class Incremental Learning
Code Code Available 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 Incremental learning of LSTM framework for sensor fusion in attitude estimation Aug 4, 2021 Incremental Learning Sensor Fusion
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