IEEE

Deep Learning-Based DOA Estimation

Abstract: Direction-of-arrival (DOA) estimation is a vital research topic in array signal processing, with extensive applications in many fields. In recent years, deep learning has been applied to DOA ...
GitHub

[ICCV2025] CleanPose: Category-Level Object Pose Estimation via Causal Learning and Knowledge Distillation

Official implementation of our CleanPose, the first solution to mitigate the confoundering effect in category-level pose estimation via causal learning and knowledge distillation. You can generate the ...
GitHub

Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image

Official implementation of Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image, ICCV 2025 (Oral). To run a minimal example, we provide run.py which takes in a single ...
IEEE

Local Ocean Wave Field Estimation Using a Deep Generative Model of Wave Buoys

Abstract: Estimating oceanic wave fields from sparse observations has been a long-standing challenge in oceanography and an important environmental metric desired for maritime operations. The ...