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Continual Learning

1895 directly classified papers

Papers per year

Papers

A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials WACV 2023
Attribution-Aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation WACV 2023
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
SSFE-Net: Self-Supervised Feature Enhancement for Ultra-Fine-Grained Few-Shot Class Incremental Learning WACV 2023
Few-shot Continual Infomax Learning ICCV 2023
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning WACV 2023
Do Pre-Trained Models Benefit Equally in Continual Learning? WACV 2023
Continual Learning With Dependency Preserving Hypernetworks WACV 2023
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NIPS 2023
An Empirical Investigation of the Role of Pre-training in Lifelong Learning JMLR 2023
Perpetual Humanoid Control for Real-time Simulated Avatars ICCV 2023
Continual Knowledge Distillation for Neural Machine Translation ACL 2023
Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023
TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation ICCV 2023
NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning ICCV 2023
Introducing Language Guidance in Prompt-based Continual Learning ICCV 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL 2023
Annealing-Based Label-Transfer Learning for Open World Object Detection CVPR 2023
CoDEPS: Online Continual Learning for Depth Estimation and Panoptic Segmentation RSS 2023
In- or out-of-distribution detection via dual divergence estimation UAI 2023
AUC Maximization in Imbalanced Lifelong Learning UAI 2023
Lifelong bandit optimization: no prior and no regret UAI 2023
Space-time Prompting for Video Class-incremental Learning ICCV 2023