LipLearner: Customizable Silent Speech Interactions on Mobile Devices Feb 12, 2023 Contrastive Learning Incremental Learning
Code Code Available Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class Incremental Learning Feb 6, 2023 class-incremental learning Class Incremental Learning
Code Code Available Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available No One Left Behind: Real-World Federated Class-Incremental Learning Feb 2, 2023 class-incremental learning Class Incremental Learning
Code Code Available Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning Jan 24, 2023 class-incremental learning Class Incremental Learning
Code Code Available Online Hyperparameter Optimization for Class-Incremental Learning Jan 11, 2023 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Data-Free Class-Incremental Hand Gesture Recognition Jan 1, 2023 class-incremental learning Class Incremental Learning
Code Code Available Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision Jan 1, 2023 Continual Learning Incremental Learning
Code Code Available Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning Dec 29, 2022 class-incremental learning Class Incremental Learning
Code Code Available Re-basin via implicit Sinkhorn differentiation Dec 22, 2022 Continual Learning Incremental Learning
Code Code Available 3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding Dec 13, 2022 Continual Learning Incremental Learning
Code Code Available Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference Nov 29, 2022 Continual Learning Incremental Learning
Code Code Available PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data Nov 24, 2022 Active Learning Incremental Learning
Code Code Available FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning Nov 23, 2022 class-incremental learning Class Incremental Learning
Code Code Available A Theoretical Study on Solving Continual Learning Nov 4, 2022 class-incremental learning Class Incremental Learning
Code Code Available Streaming Radiance Fields for 3D Video Synthesis Oct 26, 2022 Incremental Learning Model Optimization
Code Code Available Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Oct 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available CLIP model is an Efficient Continual Learner Oct 6, 2022 Continual Learning Incremental Learning
Code Code Available Long-Tailed Class Incremental Learning Oct 1, 2022 class-incremental learning Class Incremental Learning
Code Code Available On the Soft-Subnetwork for Few-shot Class Incremental Learning Sep 15, 2022 class-incremental learning Class Incremental Learning
Code Code Available Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark Sep 12, 2022 Incremental Learning
Code Code Available A Multi-Head Model for Continual Learning via Out-of-Distribution Replay Aug 20, 2022 class-incremental learning Class Incremental Learning
Code Code Available On the Limitations of Continual Learning for Malware Classification Aug 13, 2022 Continual Learning General Classification
Code Code Available Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer Aug 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning from an Open-Set Perspective Jul 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning Jul 26, 2022 Continual Learning Exemplar-Free
Code Code Available D3Former: Debiased Dual Distilled Transformer for Incremental Learning Jul 25, 2022 class-incremental learning Continual Learning
Code Code Available Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges Jul 24, 2022 Continual Learning Federated Learning
Code Code Available Class-incremental Novel Class Discovery Jul 18, 2022 Incremental Learning Knowledge Distillation
Code Code Available Open-world Semantic Segmentation for LIDAR Point Clouds Jul 4, 2022 Autonomous Driving Incremental Learning
Code Code Available How trial-to-trial learning shapes mappings in the mental lexicon: Modelling Lexical Decision with Linear Discriminative Learning Jul 1, 2022 Additive models Incremental Learning
Code Code Available Multi-Granularity Regularized Re-Balancing for Class Incremental Learning Jun 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need Jun 23, 2022 All Deep Learning
Code Code Available Few-shot Class-incremental Learning for 3D Point Cloud Objects May 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available Geometer: Graph Few-Shot Class-Incremental Learning via Prototype Representation May 27, 2022 class-incremental learning Class Incremental Learning
Code Code Available Continual evaluation for lifelong learning: Identifying the stability gap May 26, 2022 Continual Learning Incremental Learning
Code Code Available A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions Apr 19, 2022 All Autonomous Driving
Code Code Available Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data Apr 19, 2022 Contrastive Learning Diversity
Code Code Available Modeling Missing Annotations for Incremental Learning in Object Detection Apr 19, 2022 Incremental Learning Instance Segmentation
Code Code Available LifeLonger: A Benchmark for Continual Disease Classification Apr 12, 2022 Classification class-incremental learning
Code Code Available FOSTER: Feature Boosting and Compression for Class-Incremental Learning Apr 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available Class-Incremental Learning with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation Apr 5, 2022 Class-Incremental Object Detection Incremental Learning
Code Code Available Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Apr 2, 2022 class-incremental learning Class Incremental Learning
Code Code Available Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks Mar 31, 2022 class-incremental learning Class Incremental Learning
Code Code Available Constrained Few-shot Class-incremental Learning Mar 30, 2022 class-incremental learning Class Incremental Learning
Code Code Available Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting Mar 30, 2022 Data Augmentation Diversity
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