Selected Research Projects

A short index of research projects from my Ph.D. work. Each link goes to a project page with the paper, code, and details.

Multi-view Classification Using Hybrid Fusion and Mutual Distillation

Repurposes off-the-shelf hybrid CNN-Transformer networks for multi-view classification with either structured or unstructured views, using a novel fusion scheme and mutual distillation. WACV 2024.

Visualizing Paired Image Similarity in Transformer Networks

A method for producing interpretable visualizations that, given a pair of images encoded with a Transformer, show which regions contributed to their similarity. WACV 2022.

Evaluation of Inpainting and Augmentation for Censored Image Queries

An extensive evaluation of image inpainting and data augmentation methods for mitigating the impact of censoring on image classification and retrieval. IJCV 2021 / WACV 2020.