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cs.CV2025
OccProphet: Pushing Efficiency Frontier of Camera-Only 4D Occupancy Forecasting with Observer-Forecaster-Refiner Framework
Junliang Chen, Huaiyuan Xu, Yi Wang +1
Predicting variations in complex traffic environments is crucial for the safety of autonomous driving. Recent advancements in occupancy forecasting have enabled forecasting future…
cs.CV2025★ 1 cited
Fuzzy-aware Loss for Source-free Domain Adaptation in Visual Emotion Recognition
Ying Zheng, Yiyi Zhang, Yi Wang +1
Source-free domain adaptation in visual emotion recognition (SFDA-VER) is a highly challenging task that requires adapting VER models to the target domain without relying on source…
cs.CV2023★ 4 cited
SinSR: Diffusion-Based Image Super-Resolution in a Single Step
Yufei Wang, Wenhan Yang, Xinyuan Chen +7
While super-resolution (SR) methods based on diffusion models exhibit promising results, their practical application is hindered by the substantial number of required inference ste…