Resarch Projects

Camera Pose Encoding for 3D Scene Perception
Celeganser: Automated Analysis of Nematode Morphology and Age
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation
Multigrid Filter Flow for Unsupervised Learning on Videos
Language-Video Grounding with Referring Attention and Weak Supervision
Image Reconstruction with Predictive Filter Flow
Tracklet Learning for Long-Term Tracking-by-Detection
Textual Grounding with Counterfactual Resilience
Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model
Pixel-wise Attentional Gating for Scene Parsing
Recurrent Pixel Embedding for Instance Grouping
Recurrent Scene Parsing with Perspective Understanding in the loop
Low-rank Bilinear Pooling for Fine-grained Classification
Deep Understanding of Image Aesthetics
Camera Distance Estimation for 360 Spherical Panoramas
Automated Pollen Recognition System
Pollen Grains Detection, Segmentation, and Categorization
C. Elegans Detection, Segmentation, and Counting
Sparse Coding, Dictionary Learning, and Applications
Tensor Computation and Applications
Theory and Application of Neural Networks -- A Collection of My Projects
http://www.cs.cmu.edu/~shuk/vplow.html