Computer Vision Lab
University of Virginia
2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning
arXiv:2411.17474
Using spatio-temporal information in weather radar data to detect and track communal bird roosts
Remote Sensing in Ecology and Conservation. 2024;
2023
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs
IEEE International Conference on Computer Vision (ICCV), 2023.
Accidental Turntables: Learning 3D Pose by Watching Objects Turn
ICCV workshop on Recovering 6D Object Pose (ICCV workshop), 2023.
ZeoNet: 3D convolutional neural networks for predicting adsorption in nanoporous zeolites
Journal of Materials Chemistry A, 2023.
A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data
NeurIPS 2023 Computational Sustainability: Pitfalls and Promises from Theory to Deployment
2022
Cross-Modal 3D Shape Generation and Manipulation
European Conference on Computer Vision (ECCV) 2022
Long-term analysis of persistence and size of swallow and martin roosts in the US Great Lakes
Remote Sensing in Ecology and Conservation, 2022
Quantifying Long-term Phenological Patterns of Aerial Insectivores Roosting in the Great Lakes Region using Weather Surveillance Radar
Global Change Biology, 2022 (impact factor: 13.21)
Improving Few-Shot Part Segmentation using Coarse Supervision
European Conference on Computer Vision (ECCV) 2022
GANORCON: Are Generative Models Useful for Few-shot Segmentation?
Computer Vision and Pattern Recognition (CVPR), 2022
2021
On Equivariant and Invariant Learning of Object Landmark Representations
IEEE International Conference on Computer Vision (ICCV), 2021.
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification
Computer Vision and Pattern Recognition (CVPR), 2021, (Oral).
2020 and earlier
Detecting and Tracking Communal Bird Roosts in Weather Radar Data
Association for the Advancement of Artificial Intelligence (AAAI), 2020, (Oral)
A Bayesian Perspective on the Deep Image Prior
Computer Vision and Pattern Recognition (CVPR), 2019.
Colorization Using Neural Network Ensemble
IEEE Transactions on Image Processing (TIP), 2017.
Deep Colorization
IEEE International Conference on Computer Vision (ICCV), 2015.