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

Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022
OW-DETR: Open-World Detection Transformer CVPR 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
DyGRAIN: An Incremental Learning Framework for Dynamic Graphs IJCAI 2022
Augmented Geometric Distillation for Data-Free Incremental Person ReID CVPR 2022
Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022
Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022
Can We Guide a Multi-Hop Reasoning Language Model to Incrementally Learn at Each Single-Hop? COLING 2022
Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Continual Training of Language Models for Few-Shot Learning EMNLP 2022
Memory Efficient Continual Learning with Transformers NIPS 2022
Streaming Radiance Fields for 3D Video Synthesis NIPS 2022
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response Distillation CVPR 2022
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
Incremental learning for RNN-Transducer based speech recognition models INTERSPEECH 2022
Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022
Continual Learning with Evolving Class Ontologies NIPS 2022
Retaining Knowledge for Learning with Dynamic Definition NIPS 2022
Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NIPS 2022
Few-Shot Incremental Learning for Label-to-Image Translation CVPR 2022
Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation EMNLP 2022
Learning To Imagine: Diversify Memory for Incremental Learning Using Unlabeled Data CVPR 2022
Weakly Supervised Word Segmentation for Computational Language Documentation ACL 2022
Sylph: A Hypernetwork Framework for Incremental Few-Shot Object Detection CVPR 2022