Diffusion models for Histopathology

Diffusion models, Histopathology

• » Infinity-Brush - ECCV 24
• » Large image generation - CVPR 24
• » Text conditioned LDM - WACV 24

Learning NeRFs for Talking Face Videos

Face, NeRF

• » LipNeRF - FG 23
• » MI-NeRF - arXiv 24

Face Reconstruction

Face, Geometry

• » SIDER - 3DV 21
• » AVFace - CVPR 23

Wearable Motion Capture

3D pose, Wearable camera

S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces

NeRF

Document Unwarping

Document Unwarping

• » DewarpNet
• » DocUNet

Face Editing

Face Manipulation, Expression Editing

• » Lifting Autoencoders
• » Deforming Autoencoders

Large-scale training of shadow detectors with noisily-annotated shadow examples

Shadow Detection; Noisy Labeling

Inverse Reinforcement Learning for Human Attention Modeling

Inverse ReInforcement Learning; Human Attention

Intelligent Image Editing

Photo Composition

Illumination Modeling for Computer Vision & Computer Graphics

Shadow Detection, Illumination Estimation, Markov Random Fields

Computer Vision for Human Vision Modeling

Computational Eye Model, Object Detection and Recognition, Scene Understanding, Clutter Perception, Proto-Object Segmentation

• » Computational Eye Modeling
• » Gaze-enabled Scene Understanding
• » Proto-object Segmentation

Facial Modelling and Analysis

Facial Expression Analysis, Face Tracking, Face Synthesis, Face Recognition, Face Modeling, Face Manipulation, Surface Matching and Registration

• » Deformable Registration
• » Face Recognition
• » Face Editing

Machine Learning for the Brain

Structure Learning, fMRI, Brain Imaging, Inhibitory Control

Multiple Cue Tracking

Tracking; Deformable Contours, Color Adaption, Particle Filters

Topology Cuts

Topology Cuts

Shape Modeling & Analysis

Shape Reconstruction