D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection

DP Do, T Kim, J Na, J Kim, K Lee… - Proceedings of the …, 2024 - openaccess.thecvf.com
… a Distinctive Dual-Domain Teacher (D3T) framework that employs distinct training … teachers
and successively deploy exponential moving average to the student model to individual teach

[PDF][PDF] D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection Supplementary Material

H Ours - openaccess.thecvf.com
… To solve this concern, we propose our novel zigzag-learn and incor-know components.
We also conduct an ablation test, comparing ours with AT [4] in RGBthermal DA test …

D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection

D Phat Do, T Kim, J Na, J Kim, K Lee, K Cho… - arXiv e …, 2024 - ui.adsabs.harvard.edu
… propose a Distinctive Dual-Domain Teacher (D3T) framework that employs distinct training
… Specifically, we segregate the source and target training sets for building dual-teachers and …

Umda: Unsupervised Multi-Domain Adaptation for Rgb-T Image Semantic Segmentation

Z Chen, M Hu, B Chen - Available at SSRN 4924627 - papers.ssrn.com
… moments, the RGB and thermal images present distinct appearances, as shown in Fig. 5. …
D3t: Distinctive dual-domain teacher zigzagging across rgb-thermal gap for domain-adaptive

Stochastic Context Consistency Reasoning for Domain Adaptive Object Detection

Y Cui, L Li, J Zhang, C Yan, H Wang, S Wang… - Proceedings of the …, 2024 - dl.acm.org
teacher model through EMA, thereby improving the quality of pseudo-labels and creating a
virtuous cycle. Concretely, the teacher … with a large domain gap. SOCCER achieves 63.8% AP…

Dual Prototype-driven Objectness Decoupling for Cross-Domain Object Detection in Urban Scene

T Kim, J Na, J Hwang, HJ Chang… - Asian Conference on …, 2024 - research.birmingham.ac.uk
D3t: Distinctive dual-domain teacher zigzagging across rgb-thermal gap for domain-adaptive
object … Csda: Learning category-scale joint feature for domain adaptive object detection. In: …

IndraEye: Infrared Electro-Optical UAV-based Perception Dataset for Robust Downstream Tasks

P Gurunath, S Udupa, A Gandhamal, S Madhu… - arXiv preprint arXiv …, 2024 - arxiv.org
… Contrastive mean teacher for domain adaptive object detectors. In Proceedings of the
IEEE/… D3t: Distinctive dual-domain teacher zigzagging across rgb-thermal gap for domain-adaptive

[HTML][HTML] FN-GNN: a novel graph embedding approach for enhancing graph neural networks in network intrusion detection systems

DH Tran, M Park - Applied Sciences, 2024 - mdpi.com
D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive
Object Detection. In Proceedings of the IEEE/CVF Conference on Computer Vision …