A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items Jan 7, 2022 Bayesian Inference Decoder
Code Code Available An Incremental Learning Approach to Automatically Recognize Pulmonary Diseases from the Multi-vendor Chest Radiographs Jan 7, 2022 Diagnostic Incremental Learning
— Unverified Adaptive Online Incremental Learning for Evolving Data Streams Jan 5, 2022 Incremental Learning Representation Learning
— Unverified Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers Jan 5, 2022 class-incremental learning Class Incremental Learning
Code Code Available Towards Unsupervised Open World Semantic Segmentation Jan 4, 2022 Incremental Learning Segmentation
Code Code Available Sound and Visual Representation Learning with Multiple Pretraining Tasks Jan 4, 2022 Incremental Learning Representation Learning
— Unverified Few-Shot Incremental Learning for Label-to-Image Translation Jan 1, 2022 Few-Shot Learning Incremental Learning
— Unverified Augmented Geometric Distillation for Data-Free Incremental Person ReID Jan 1, 2022 Incremental Learning Person Re-Identification
— Unverified Bring Evanescent Representations to Life in Lifelong Class Incremental Learning Jan 1, 2022 class-incremental learning Class Incremental Learning
— Unverified MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning Jan 1, 2022 class-incremental learning Class Incremental Learning
— Unverified Time-Incremental Learning from Data Using Temporal Logics Dec 28, 2021 Decision Making Incremental Learning
— Unverified DILF-EN framework for Class-Incremental Learning Dec 23, 2021 class-incremental learning Class Incremental Learning
— Unverified PyCIL: A Python Toolbox for Class-Incremental Learning Dec 23, 2021 BIG-bench Machine Learning class-incremental learning
— Unverified Proving Theorems using Incremental Learning and Hindsight Experience Replay Dec 20, 2021 Automated Theorem Proving Incremental Learning
— Unverified Improving the performance of bagging ensembles for data streams through mini-batching Dec 18, 2021 Ensemble Learning Incremental Learning
— Unverified Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection Dec 14, 2021 3D Object Detection Incremental Learning
— Unverified Improving Vision Transformers for Incremental Learning Dec 12, 2021 class-incremental learning Class Incremental Learning
— Unverified Concept Representation Learning with Contrastive Self-Supervised Learning Dec 10, 2021 class-incremental learning Class Incremental Learning
— Unverified Specializing Versatile Skill Libraries using Local Mixture of Experts Dec 8, 2021 Incremental Learning Mixture-of-Experts
Code Code Available CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks Dec 5, 2021 Classification Continual Learning
— Unverified Coarse-To-Fine Incremental Few-Shot Learning Nov 24, 2021 class-incremental learning Class Incremental Learning
Code Code Available Self-Supervised Class Incremental Learning Nov 18, 2021 class-incremental learning Class Incremental Learning
— Unverified 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 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 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 Brain-inspired feature exaggeration in generative replay for continual learning Oct 26, 2021 class-incremental learning Class Incremental Learning
— Unverified Latent-Insensitive autoencoders for Anomaly Detection Oct 25, 2021 Anomaly Detection Class Incremental Learning
— Unverified Exploring System Performance of Continual Learning for Mobile and Embedded Sensing Applications Oct 25, 2021 Continual Learning Incremental Learning
— Unverified Convergence Analysis and Implicit Regularization of Feedback Alignment for Deep Linear Networks Oct 20, 2021 Incremental Learning
— Unverified Class Incremental Online Streaming Learning Oct 20, 2021 class-incremental learning Class 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 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 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 Wakening Past Concepts without Past Data: Class-incremental Learning from Placebos Sep 29, 2021 class-incremental learning Class 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 Continual Learning Using Pseudo-Replay via Latent Space Sampling Sep 29, 2021 class-incremental learning Class Incremental Learning
— Unverified Gradient Imbalance and solution in Online Continual learning Sep 29, 2021 Continual Learning Incremental Learning
— Unverified Partially Relaxed Masks for Lightweight Knowledge Transfer without Forgetting in Continual Learning Sep 29, 2021 Continual Learning 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
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