conftrace_

incremental learning

278 papers

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Also known as

IL

Co-occurring keywords

catastrophic forgetting (958) continual learning (1181) knowledge distillation (3725) few-shot learning (3398) semantic segmentation (3186) online learning (1777) representation learning (6206) object detection (2762) domain adaptation (4595) active learning (1301)

Papers

Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023
Federated Incremental Semantic Segmentation CVPR 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining ICCV 2023
CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection CVPR 2023
PyTAIL: An Open Source Tool for Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data EMNLP 2023
Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing ICML 2023
Sustaining Fairness via Incremental Learning AAAI 2023
Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
Neural Weight Search for Scalable Task Incremental Learning WACV 2023
Towards Realistic Evaluation of Industrial Continual Learning Scenarios with an Emphasis on Energy Consumption and Computational Footprint ICCV 2023
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees NIPS 2023
Incremental and Decremental Optimal Margin Distribution Learning IJCAI 2023
A Continual Deepfake Detection Benchmark: Dataset, Methods, and Essentials WACV 2023
3D Indoor Instance Segmentation in an Open-World NIPS 2023
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference AAAI 2023
IncDSI: Incrementally Updatable Document Retrieval ICML 2023
Incremental 3D Semantic Scene Graph Prediction From RGB Sequences CVPR 2023
One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 2023
Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP 2022
Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022
Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022