Area of research
Computer Vision and Pattern Recognition · Aerospace Engineering
Research interest
Research interests include Robotics and Sensor-Based Localization, Multimodal Machine Learning Applications, Human Pose and Action Recognition, and Advanced Image and Video Retrieval Techniques.
Biological data annotation via a human-augmenting AI-based labeling system
DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion
Active Learning for Convolutional Neural Networks: A Core-Set Approach
International Conference on Learning Representations 2018cited by 482position: last
Generalizing to Unseen Domains via Adversarial Data Augmentation
Neural Information Processing Systems 2018cited by 200position: last
Long-term path prediction in urban scenarios using circular distributions
Social LSTM: Human Trajectory Prediction in Crowded Spaces
3D Semantic Parsing of Large-Scale Indoor Spaces
3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction
Learning Transferrable Representations for Unsupervised Domain Adaptation
Neural Information Processing Systems 2016cited by 264position: last
Structural-RNN: Deep Learning on Spatio-Temporal Graphs
Watch-n-patch: Unsupervised understanding of actions and relations
Unsupervised Semantic Parsing of Video Collections
Beyond PASCAL: A benchmark for 3D object detection in the wild
Monocular Multiview Object Tracking with 3D Aspect Parts