| 2026 | WACV | How to Design and Train Your Implicit Neural Representation for Video Compression. | Matthew Gwilliam, Roy Zhang, Namitha Padmanabhan, Hongyang Du, Abhinav Shrivastava |
| 2025 | WACV | A Video is Worth 10, 000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval. | Matthew Gwilliam, Michael Cogswell, Meng Ye, Karan Sikka, Abhinav Shrivastava, Ajay Divakaran |
| 2024 | CVPR | Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing Their Contributions. | Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R. Maiya, Max Ehrlich, Abhinav Shrivastava |
| 2024 | ECCV | Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics. | Shishira R. Maiya, Anubhav Gupta, Matthew Gwilliam, Max Ehrlich, Abhinav Shrivastava |
| 2024 | ECCV | Do Text-Free Diffusion Models Learn Discriminative Visual Representations? | Soumik Mukhopadhyay, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou, Jun Ohya, Abhinav Shrivastava |
| 2024 | WACV | Elusive Images: Beyond Coarse Analysis for Fine-Grained Recognition. | Connor Anderson, Matthew Gwilliam, Evelyn Gaskin, Ryan Farrell |
| 2023 | CVPR | HNeRV: A Hybrid Neural Representation for Videos. | Hao Chen, Matthew Gwilliam, Ser-Nam Lim, Abhinav Shrivastava |
| 2022 | BMVC | CNeRV: Content-adaptive Neural Representation for Visual Data. | Hao Chen, Matthew Gwilliam, Bo He, Ser-Nam Lim, Abhinav Shrivastava |
| 2022 | CVPR | Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning. | Matthew Gwilliam, Abhinav Shrivastava |
| 2021 | EACL | Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation. | Eva Vanmassenhove, Dimitar Sht. Shterionov, Matthew Gwilliam |
| 2021 | WACV | Fair Comparison: Quantifying Variance in Results for Fine-grained Visual Categorization. | Matthew Gwilliam, Adam Teuscher, Connor Anderson, Ryan Farrell |
| 2020 | WACV | Intelligent Image Collection: Building the Optimal Dataset. | Matthew Gwilliam, Ryan Farrell |