On the Exploration of Incremental Learning for Fine-grained Image Retrieval Oct 15, 2020 Image Retrieval Incremental Learning
Code Code Available Lambda Learner: Fast Incremental Learning on Data Streams Oct 11, 2020 BIG-bench Machine Learning Incremental Learning
Code Code Available Adaptive Aggregation Networks for Class-Incremental Learning Oct 10, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available RODEO: Replay for Online Object Detection Aug 14, 2020 Class Incremental Learning Continual Learning
Code Code Available Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available GloDyNE: Global Topology Preserving Dynamic Network Embedding Aug 5, 2020 Graph Reconstruction Incremental Learning
Code Code Available More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning Aug 1, 2020 Incremental Learning
Code Code Available Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Jul 24, 2020 Incremental Learning Multi-Task Learning
Code Code Available SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning May 24, 2020 Incremental Learning Speech Enhancement
Code Code Available Visual Memorability for Robotic Interestingness via Unsupervised Online Learning May 18, 2020 Decision Making Incremental Learning
Code Code Available Large Scale Font Independent Urdu Text Recognition System May 14, 2020 Incremental Learning Optical Character Recognition (OCR)
Code Code Available Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels May 12, 2020 Autonomous Driving class-incremental learning
Code Code Available PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Apr 28, 2020 Class Incremental Learning Continual Learning
Code Code Available Few-Shot Class-Incremental Learning Apr 23, 2020 class-incremental learning Class Incremental Learning
Code Code Available Generative Feature Replay For Class-Incremental Learning Apr 20, 2020 class-incremental learning Class Incremental Learning
Code Code Available Learning to Segment the Tail Apr 2, 2020 Few-Shot Learning Incremental Learning
Code Code Available Semantic Drift Compensation for Class-Incremental Learning Apr 1, 2020 class-incremental learning Class Incremental Learning
Code Code Available Unsupervised Model Personalization while Preserving Privacy and Scalability: An Open Problem Mar 30, 2020 Continual Learning Domain Adaptation
Code Code Available iTAML: An Incremental Task-Agnostic Meta-learning Approach Mar 25, 2020 Incremental Learning Meta-Learning
Code Code Available Incremental Object Detection via Meta-Learning Mar 17, 2020 Incremental Learning Knowledge Distillation
Code Code Available FoCL: Feature-Oriented Continual Learning for Generative Models Mar 9, 2020 Continual Learning Incremental Learning
Code Code Available Faster ILOD: Incremental Learning for Object Detectors based on Faster RCNN Mar 9, 2020 Incremental Learning Knowledge Distillation
Code Code Available Mnemonics Training: Multi-Class Incremental Learning without Forgetting Feb 24, 2020 class-incremental learning Class Incremental Learning
Code Code Available Modeling the Background for Incremental Learning in Semantic Segmentation Feb 3, 2020 Continual Learning Disjoint 10-1
Code Code Available Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization Jan 23, 2020 Direct Transfer Person Re-identification Domain Adaptation
Code Code Available Side-Tuning: A Baseline for Network Adaptation via Additive Side Networks Dec 31, 2019 Imitation Learning Incremental Learning
Code Code Available Maintaining Discrimination and Fairness in Class Incremental Learning Nov 16, 2019 class-incremental learning Class Incremental Learning
Code Code Available Compacting, Picking and Growing for Unforgetting Continual Learning Oct 15, 2019 Age And Gender Classification Continual Learning
Code Code Available Incremental learning for the detection and classification of GAN-generated images Oct 3, 2019 Face Generation General Classification
Code Code Available Incremental Learning Techniques for Semantic Segmentation Jul 31, 2019 Disjoint 10-1 Disjoint 15-1
Code Code Available End-to-End Incremental Learning Jul 25, 2018 image-classification Image Classification
Code Code Available A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks Jul 10, 2018 class-incremental learning Class Incremental Learning
Code Code Available Incremental Learning of Object Detectors without Catastrophic Forgetting Aug 23, 2017 Incremental Learning Object
Code Code Available Overcoming catastrophic forgetting in neural networks Dec 2, 2016 Atari Games class-incremental learning
Code Code Available iCaRL: Incremental Classifier and Representation Learning Nov 23, 2016 class-incremental learning Class Incremental Learning
Code Code Available The Bayesian Approach to Continual Learning: An Overview Jul 11, 2025 Bayesian Inference class-incremental learning
— Unverified Balancing the Past and Present: A Coordinated Replay Framework for Federated Class-Incremental Learning Jul 10, 2025 class-incremental learning Class Incremental Learning
— Unverified Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts Jul 9, 2025 Continual Learning Incremental Learning
Code Code Available DuET: Dual Incremental Object Detection via Exemplar-Free Task Arithmetic Jun 26, 2025 Autonomous Driving Avg
— Unverified Class-Incremental Learning for Honey Botanical Origin Classification with Hyperspectral Images: A Study with Continual Backpropagation Jun 12, 2025 class-incremental learning Class Incremental Learning
— Unverified Hyperbolic Dual Feature Augmentation for Open-Environment Jun 10, 2025 class-incremental learning Class Incremental Learning
— Unverified L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental Learning Jun 1, 2025 class-incremental learning Class Incremental Learning
Code Code Available Buffer-free Class-Incremental Learning with Out-of-Distribution Detection May 29, 2025 class-incremental learning Class Incremental Learning
— Unverified Boosting Domain Incremental Learning: Selecting the Optimal Parameters is All You Need May 29, 2025 All image-classification
Code Code Available Few-Shot Class-Incremental Learning For Efficient SAR Automatic Target Recognition May 26, 2025 class-incremental learning Class Incremental Learning
— Unverified Improving Ad matching via Cluster-Adaptive Keyword Expansion and Relevance tuning May 24, 2025 Incremental Learning
— Unverified Large Language Models in the Task of Automatic Validation of Text Classifier Predictions May 24, 2025 Incremental Learning text-classification
— Unverified Teaching with Lies: Curriculum DPO on Synthetic Negatives for Hallucination Detection May 23, 2025 Fact Checking Hallucination
— Unverified Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities May 22, 2025 Brain Tumor Segmentation Incremental Learning
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