Active Class Selection for Few-Shot Class-Incremental Learning Jul 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental Learning Jul 5, 2023 class-incremental learning Class Incremental Learning
Code Code Available Don't Memorize; Mimic The Past: Federated Class Incremental Learning Without Episodic Memory Jul 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Class-Incremental Learning using Diffusion Model for Distillation and Replay Jun 30, 2023 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning on Food Instance Segmentation Jun 28, 2023 Incremental Learning Instance Segmentation
— Unverified FedET: A Communication-Efficient Federated Class-Incremental Learning Framework Based on Enhanced Transformer Jun 27, 2023 class-incremental learning Class Incremental Learning
— Unverified Parameter-Level Soft-Masking for Continual Learning Jun 26, 2023 Continual Learning Incremental Learning
Code Code Available Class-Incremental Learning based on Label Generation Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Learnability and Algorithm for Continual Learning Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Federated Self-Learning with Weak Supervision for Speech Recognition Jun 21, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified TADIL: Task-Agnostic Domain-Incremental Learning through Task-ID Inference using Transformer Nearest-Centroid Embeddings Jun 21, 2023 Continual Learning Incremental Learning
— Unverified Complementary Learning Subnetworks for Parameter-Efficient Class-Incremental Learning Jun 21, 2023 class-incremental learning Class Incremental Learning
— Unverified Frequency effects in Linear Discriminative Learning Jun 19, 2023 Incremental Learning
Code Code Available Knowledge Transfer-Driven Few-Shot Class-Incremental Learning Jun 19, 2023 class-incremental learning Class Incremental Learning
Code Code Available Multi-View Class Incremental Learning Jun 16, 2023 class-incremental learning Class Incremental Learning
— Unverified DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Jun 16, 2023 Incremental Learning Meta-Learning
Code Code Available Transformers learn through gradual rank increase Jun 12, 2023 Incremental Learning
— Unverified Fair yet Asymptotically Equal Collaborative Learning Jun 9, 2023 Fairness Incremental Learning
Code Code Available Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation Jun 4, 2023 Image Segmentation Incremental Learning
Code Code Available Overcoming the Stability Gap in Continual Learning Jun 2, 2023 class-incremental learning Class Incremental Learning
— Unverified Teacher Agent: A Knowledge Distillation-Free Framework for Rehearsal-based Video Incremental Learning Jun 1, 2023 Incremental Learning Knowledge Distillation
Code Code Available Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI May 30, 2023 Brain Tumor Segmentation Incremental Learning
— Unverified Gradient descent in matrix factorization: Understanding large initialization May 30, 2023 Incremental Learning
— Unverified Learning without Forgetting for Vision-Language Models May 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available Prediction Error-based Classification for Class-Incremental Learning May 30, 2023 Classification class-incremental learning
Code Code Available Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions May 30, 2023 All Autonomous Driving
Code Code Available SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning May 29, 2023 All class-incremental learning
Code Code Available Just a Glimpse: Rethinking Temporal Information for Video Continual Learning May 28, 2023 class-incremental learning Class Incremental Learning
— Unverified Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study May 28, 2023 Adversarial Robustness Backdoor Attack
— Unverified Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction May 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Balanced Supervised Contrastive Learning for Few-Shot Class-Incremental Learning May 26, 2023 class-incremental learning Class Incremental Learning
— Unverified Condensed Prototype Replay for Class Incremental Learning May 25, 2023 class-incremental learning Class Incremental Learning
— Unverified MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition May 24, 2023 Continual Learning Incremental Learning
Code Code Available Robust Sparse Mean Estimation via Incremental Learning May 24, 2023 Incremental Learning
Code Code Available Dealing with Cross-Task Class Discrimination in Online Continual Learning May 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation May 18, 2023 Few-Shot Semantic Segmentation Incremental Learning
— Unverified Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation May 15, 2023 Anomaly Detection Drift Detection
— Unverified Online Sequence Clustering Algorithm for Video Trajectory Analysis May 15, 2023 Clustering Incremental Learning
— Unverified SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving May 11, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available SRIL: Selective Regularization for Class-Incremental Learning May 9, 2023 class-incremental learning Class Incremental Learning
— Unverified Active Continual Learning: On Balancing Knowledge Retention and Learnability May 6, 2023 Active Learning Continual Learning
— Unverified Retraining A Graph-based Recommender with Interests Disentanglement May 5, 2023 Disentanglement Incremental Learning
— Unverified Evolving Dictionary Representation for Few-shot Class-incremental Learning May 3, 2023 class-incremental learning Class Incremental Learning
— Unverified Causal Interventions-based Few-Shot Named Entity Recognition May 3, 2023 Few-Shot Learning few-shot-ner
— Unverified Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems May 2, 2023 Incremental Learning Knowledge Distillation
— Unverified Adversary Aware Continual Learning Apr 27, 2023 class-incremental learning Class Incremental Learning
— Unverified Incremental Generalized Category Discovery Apr 27, 2023 Fine-Grained Visual Categorization Incremental Learning
— Unverified A Forward and Backward Compatible Framework for Few-shot Class-incremental Pill Recognition Apr 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available eTag: Class-Incremental Learning with Embedding Distillation and Task-Oriented Generation Apr 20, 2023 class-incremental learning Class Incremental Learning
— Unverified Open-World Continual Learning: Unifying Novelty Detection and Continual Learning Apr 20, 2023 class-incremental learning Class Incremental Learning
— Unverified 