Weather-Aware Domain Adaptation for Street-View Weather Recognition

arXiv:2610.02000 · cs.CV, cs.LG · Submitted 2026-10-01 · Read on arXiv

cs.CV, cs.LG

Submitted: 2026-10-01

Updated: 2026-10-01

Comments: 7 pages, 3 figures, 4 tables. Published in the 2026 IEEE Conference on Technologies for Sustainability (SusTech)

Journal ref: 2026 IEEE Conference on Technologies for Sustainability (SusTech), 2026

DOI: 10.1109/SUSTECH67720.2026.11536286

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Adaptation — 39× in this paper · explained in 1 episode
Accuracy — 25× in this paper · explained in 1 episode
Domain Adaptation — 22× in this paper · explained in 5 episodes
Alignment — 13× in this paper · explained in 1 episode
Benchmark — 13× in this paper · explained in 2 episodes
Domain Shift — 7× in this paper · explained in 4 episodes
Adversarial Discriminative Domain Adaptation — 5× in this paper
Consistency — 4× in this paper · explained in 3 episodes
Embeddings — 4× in this paper · explained in 2 episodes
Regularization — 3× in this paper · explained in 3 episodes
Robustness — 3× in this paper · explained in 5 episodes
Adversarial Training — 2× in this paper · explained in 1 episode
Generalization — 2× in this paper · explained in 13 episodes
Transfer Learning — 2× in this paper · explained in 10 episodes
Adam — 1× in this paper · explained in 2 episodes
Computer Vision and Pattern Recognition — 1× in this paper
Data Augmentation — 1× in this paper · explained in 7 episodes
IEEE Intelligent Vehicles Symposium — 1× in this paper
Loss Function — 1× in this paper · explained in 2 episodes
Pseudo-labels — 1× in this paper · explained in 2 episodes
Stochastic Gradient Descent (SGD) — 1× in this paper · explained in 5 episodes

Sources

Adverse Weather-Independent Framework Towards Autonomous Driving Perception through Temporal Correlation and Unfolded Regularization

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