Deep Learning for Visual Computing (Computer Vision, Computer Graphics, Remote Sensing, Vision and Language)

The internship will be in deep learning and visual computing (computer vision, computer graphics, remote sensing, vision and language). The exact topic depends on the student's interest, background, and current research topics in the group. To give some examples of past projects: generative models for synthesizing images, videos, textures, point clouds, 3D geometry, or 4D geometry; generative models for image and video editing, animation, and world generation; generative models for structured content, e.g. buildings, floor plans, and street graphs; depth estimation from one or multiple images; primitive fitting; segmentation; 3D reconstruction using neural radiance fields and Gaussian splitting; vision and language for 3D content analysis and generation, e.g. segmentation, keypoint detection, editing, and modeling.