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Deng Li

2 accepted papers

2025

Continual Adaptation: Environment-Conditional Parameter Generation for Object Detection in Dynamic Scenarios

ICCV 2025poster

In practice, environments constantly change over time and space, posing significant challenges for object detectors trained based on a closed-set assumption, i.e., training and test data share the same distribution. To this end, continual test-time adaptation has attracted much attention, aiming to…

Cited by 0SourcePDFScholar
2024

Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization

CVPR 2024poster

Single-domain generalization aims to learn a model from single source domain data attaining generalized performance on other unseen target domains. Existing works primarily focus on improving the generalization ability of static networks. However static networks are unable to dynamically adapt to th…

Cited by 12SourcePDFScholar