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Tingyu Wang

3 accepted papers

2026

ReDi-FM: Frozen Foundation Model for Continual Test-Time Adaptation in Medical Image Segmentation

IJCAI 2026

Continual test-time adaptation (CTTA) adapts a pre-trained medical segmentation model online to an unlabeled target stream whose distribution changes over time. However, most existing CTTA methods rely on pseudo-labeling and self-supervised objectives, which inevitably yield noisy supervision under

Cited by 0Scholar
2024

Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning

AAAI 2024technical

The recent imaging technology Quad Bayer CFA brings better imaging PSNR and higher visual quality compared to traditional Bayer CFA, but also serious challenges for demosaicing and denoising during the ISP pipeline. In this paper, we propose a novel dual encoder network, namely DRNet, to achieve joi…

Cited by 12SourcePDFScholar
2024

Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching

ECCV 2024poster

"Navigating drones through natural language commands remains challenging due to the dearth of accessible multi-modal datasets and the stringent precision requirements for aligning visual and textual data. To address this pressing need, we introduce GeoText-1652, a new natural language-guided geoloca…