An Incremental Unified Framework for Small Defect Inspection Dec 14, 2023 Anomaly Detection continual anomaly detection
Code Code Available Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Dec 13, 2023 Class Incremental Learning Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration Dec 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Toward Efficient and Incremental Spectral Clustering via Parametric Spectral Clustering Nov 14, 2023 Clustering Computational Efficiency
Code Code Available Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Nov 4, 2023 Domain Adaptation Incremental Learning
Code Code Available A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Oct 22, 2023 Continual Learning Continual Semantic Segmentation
Code Code Available A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Oct 18, 2023 Continual Learning Incremental Learning
Code Code Available Rethinking Class-incremental Learning in the Era of Large Pre-trained Models via Test-Time Adaptation Oct 17, 2023 class-incremental learning Class Incremental Learning
Code Code Available Transport-Hub-Aware Spatial-Temporal Adaptive Graph Transformer for Traffic Flow Prediction Oct 12, 2023 Incremental Learning Knowledge Distillation
Code Code Available Class Incremental Learning via Likelihood Ratio Based Task Prediction Sep 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Sep 25, 2023 class-incremental learning Class Incremental Learning
Code Code Available DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Sep 18, 2023 Continual Learning Contrastive Learning
Code Code Available FDCNet: Feature Drift Compensation Network for Class-Incremental Weakly Supervised Object Localization Sep 17, 2023 class-incremental learning Incremental Learning
Code Code Available Class-Incremental Grouping Network for Continual Audio-Visual Learning Sep 11, 2023 audio-visual learning class-incremental learning
Code Code Available OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Aug 29, 2023 Incremental Learning Missing Values
Code Code Available Masked Autoencoders are Efficient Class Incremental Learners Aug 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Aug 21, 2023 Exemplar-Free Incremental Learning
Code Code Available Audio-Visual Class-Incremental Learning Aug 21, 2023 class-incremental learning Class Incremental Learning
Code Code Available MetaGCD: Learning to Continually Learn in Generalized Category Discovery Aug 21, 2023 Incremental Learning Meta-Learning
Code Code Available NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-free Continual Learning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Class Incremental Learning on Stochastic Blurry Task Boundary via Mask and Visual Prompt Tuning Aug 18, 2023 class-incremental learning Class Incremental Learning
Code Code Available Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition Aug 17, 2023 Incremental Learning named-entity-recognition
Code Code Available OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Aug 14, 2023 Continual Learning Diversity
Code Code Available Heterogeneous Forgetting Compensation for Class-Incremental Learning Aug 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants Aug 3, 2023 class-incremental learning Class Incremental Learning
Code Code Available Augmented Box Replay: Overcoming Foreground Shift for Incremental Object Detection Jul 23, 2023 Incremental Learning object-detection
Code Code Available Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery Jul 20, 2023 class-incremental learning Class Incremental Learning
Code Code Available Tangent Model Composition for Ensembling and Continual Fine-tuning Jul 16, 2023 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 Parameter-Level Soft-Masking for Continual Learning Jun 26, 2023 Continual Learning Incremental Learning
Code Code Available Learnability and Algorithm for Continual Learning Jun 22, 2023 class-incremental learning Class Incremental Learning
Code Code Available Frequency effects in Linear Discriminative Learning Jun 19, 2023 Incremental Learning
Code Code Available DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting Jun 16, 2023 Incremental Learning Meta-Learning
Code Code Available 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 Prediction Error-based Classification for Class-Incremental Learning May 30, 2023 Classification class-incremental learning
Code Code Available Learning without Forgetting for Vision-Language Models May 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition May 24, 2023 Continual Learning Incremental Learning
Code Code Available Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data Apr 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning Apr 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Forget-free Continual Learning with Soft-Winning SubNetworks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available Towards Open Temporal Graph Neural Networks Mar 27, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Exemplar Compression for Class-Incremental Learning Mar 24, 2023 Bilevel Optimization class-incremental learning
Code Code Available Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Mar 16, 2023 class-incremental learning Class Incremental Learning
Code Code Available Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need Mar 13, 2023 All class-incremental learning
Code Code Available Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models Mar 12, 2023 class-incremental learning Class Incremental Learning
Code Code Available Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Mar 8, 2023 class-incremental learning Class Incremental Learning
Code Code Available Knowledge Restore and Transfer for Multi-label Class-Incremental Learning Feb 26, 2023 class-incremental learning Class Incremental Learning
Code Code Available Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation Feb 13, 2023 Diagnostic Image Segmentation
Code Code Available 