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 Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning May 26, 2022 class-incremental learning Class Incremental Learning
Code Code Available TAILOR: Teaching with Active and Incremental Learning for Object Registration May 24, 2022 Incremental Learning Object
— Unverified Rethinking Task-Incremental Learning Baselines May 23, 2022 Incremental Learning
— Unverified Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning May 23, 2022 class-incremental learning Class Incremental Learning
— Unverified Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework May 19, 2022 class-incremental learning Class Incremental Learning
— Unverified TransTab: Learning Transferable Tabular Transformers Across Tables May 19, 2022 Incremental Learning Transfer Learning
Code Code Available Incremental Learning with Differentiable Architecture and Forgetting Search May 19, 2022 Classification image-classification
— Unverified Efficient Learning of Interpretable Classification Rules May 14, 2022 BIG-bench Machine Learning Classification
— Unverified A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials May 11, 2022 Continual Learning DeepFake Detection
Code Code Available Generalized Knowledge Distillation via Relationship Matching May 4, 2022 Few-Shot Learning Incremental Learning
Code Code Available Weakly Supervised Word Segmentation for Computational Language Documentation May 1, 2022 Incremental Learning Segmentation
Code Code Available Incremental Intent Detection for Medical Domain with Contrast Replay Networks May 1, 2022 Incremental Learning Intent Detection
— Unverified Few-Shot Class-Incremental Learning for Named Entity Recognition May 1, 2022 class-incremental learning Class Incremental Learning
— Unverified Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor Apr 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Improving Feature Generalizability with Multitask Learning in Class Incremental Learning Apr 26, 2022 class-incremental learning Class Incremental Learning
— Unverified AU-NN: ANFIS Unit Neural Network Apr 21, 2022 Classification Incremental Learning
Code Code Available An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions Apr 19, 2022 All Autonomous Driving
Code Code Available Modeling Missing Annotations for Incremental Learning in Object Detection Apr 19, 2022 Incremental Learning Instance Segmentation
Code Code Available Learning to Imagine: Diversify Memory for Incremental Learning using Unlabeled Data Apr 19, 2022 Contrastive Learning Diversity
Code Code Available Towards Open-Set Object Detection and Discovery Apr 12, 2022 Incremental Learning Object
— Unverified LifeLonger: A Benchmark for Continual Disease Classification Apr 12, 2022 Classification class-incremental learning
Code Code Available Energy-Sensitive Trajectory Design and Restoration Areas Allocation for UAV-Enabled Grassland Restoration Apr 10, 2022 Combinatorial Optimization Incremental Learning
— Unverified FOSTER: Feature Boosting and Compression for Class-Incremental Learning Apr 10, 2022 class-incremental learning Class Incremental Learning
Code Code Available General Incremental Learning with Domain-aware Categorical Representations Apr 8, 2022 class-incremental learning Class Incremental Learning
— Unverified Efficient tracking of team sport players with few game-specific annotations Apr 8, 2022 Incremental Learning
— Unverified Class-Incremental Learning with Strong Pre-trained Models Apr 7, 2022 class-incremental learning Class Incremental Learning
Code Code Available Incremental Prototype Tuning for Class Incremental Learning Apr 7, 2022 class-incremental learning Class Incremental Learning
— Unverified CGC: Contrastive Graph Clustering for Community Detection and Tracking Apr 5, 2022 Clustering Community Detection
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 Revisiting a kNN-based Image Classification System with High-capacity Storage Apr 3, 2022 Classification Continual Learning
— Unverified Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Apr 2, 2022 class-incremental learning Class Incremental Learning
Code Code Available On the Adaptation to Concept Drift for CTR Prediction Apr 1, 2022 Click-Through Rate Prediction Incremental Learning
— Unverified 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
Code Code Available Energy-based Latent Aligner for Incremental Learning Mar 28, 2022 class-incremental learning Class Incremental Learning
Code Code Available Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches Mar 28, 2022 class-incremental learning Class Incremental Learning
— Unverified Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation Mar 26, 2022 Contrastive Learning image-classification
Code Code Available Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks Mar 25, 2022 Incremental Learning Knowledge Distillation
Code Code Available Class-Incremental Learning for Action Recognition in Videos Mar 25, 2022 Action Recognition Action Recognition In Videos
— Unverified Tackling Online One-Class Incremental Learning by Removing Negative Contrasts Mar 24, 2022 class-incremental learning Class Incremental Learning
— Unverified R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning Mar 24, 2022 class-incremental learning Class Incremental Learning
Code Code Available Federated Class-Incremental Learning Mar 22, 2022 class-incremental learning Class Incremental Learning
Code Code Available A Closer Look at Knowledge Distillation with Features, Logits, and Gradients Mar 18, 2022 Incremental Learning Knowledge Distillation
— Unverified Continual Learning Based on OOD Detection and Task Masking Mar 17, 2022 class-incremental learning Class Incremental Learning
Code Code Available Forward Compatible Few-Shot Class-Incremental Learning Mar 14, 2022 class-incremental learning Class Incremental Learning
Code Code Available Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning Mar 12, 2022 class-incremental learning Class Incremental Learning
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