| 2025 | CVPR | Fine-grained Few-Shot Classification with Part Matching. | Samuel Black, Richard Souvenir |
| 2025 | ITiCSE | Perspectives of Financially Disadvantaged Science Majors Pursuing a Computing Minor. | Kelly McGinn, Sara Fiorot, Richard Souvenir, Jamie Payton, Tanisha Lee Brown, Tom McKlin |
| 2025 | IUI | Evaluating the Impact of AI-Generated Visual Explanations on Decision-Making for Image Matching. | Albatool Wazzan, Marcus Wright, Stephen MacNeil, Richard Souvenir |
| 2024 | CHIIR | Comparing Traditional and LLM-based Search for Image Geolocation. | Albatool Wazzan, Stephen MacNeil, Richard Souvenir |
| 2024 | ICML | A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization. | Xinwen Zhang, Ali Payani, Myungjin Lee, Richard Souvenir, Hongchang Gao |
| 2024 | WACV | Multi-view Classification Using Hybrid Fusion and Mutual Distillation. | Samuel Black, Richard Souvenir |
| 2022 | WACV | Visualizing Paired Image Similarity in Transformer Networks. | Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir |
| 2020 | ICPR | Learning Natural Thresholds for Image Ranking. | Somayeh Keshavarz, Quang Nhat Tran, Richard Souvenir |
| 2020 | WACV | Evaluation of Image Inpainting for Classification and Retrieval. | Samuel Black, Somayeh Keshavarz, Richard Souvenir |
| 2019 | AAAI | Hotels-50K: A Global Hotel Recognition Dataset. | Abby Stylianou, Hong Xuan, Maya Shende, Jonathan Brandt, Richard Souvenir, Robert Pless |
| 2019 | WACV | Visualizing Deep Similarity Networks. | Abby Stylianou, Richard Souvenir, Robert Pless |
| 2018 | ECCV | Deep Randomized Ensembles for Metric Learning. | Hong Xuan, Richard Souvenir, Robert Pless |
| 2017 | ICCV | Understanding and Mapping Natural Beauty. | Scott Workman, Richard Souvenir, Nathan Jacobs |
| 2017 | ICIP | Head pose estimation using learned discretization. | Se Yeon Kim, Scott Spurlock, Richard Souvenir |
| 2017 | ICIP | Semi-supervised multi-output image manifold regression. | Hui Wu, Scott Spurlock, Richard Souvenir |
| 2015 | CVPR | Robust regression on image manifolds for ordered label denoising. | Hui Wu, Richard Souvenir |
| 2015 | ICCV | Wide-Area Image Geolocalization with Aerial Reference Imagery. | Scott Workman, Richard Souvenir, Nathan Jacobs |
| 2014 | ACCV | Pedestrian Verification for Multi-Camera Detection. | Scott Spurlock, Richard Souvenir |
| 2014 | ACCV | Multi-view Recognition Using Weighted View Selection. | Scott Spurlock, Hui Wu, Richard Souvenir |
| 2014 | WACV | Exploring the geo-dependence of human face appearance. | Mohammad T. Islam, Scott Workman, Hui Wu, Nathan Jacobs, Richard Souvenir |
| 2014 | WACV | Estimating cloudmaps from outdoor image sequences. | Nathan Jacobs, Joshua King, Daniel Bowers, Richard Souvenir |
| 2014 | WACV | Multi-view action recognition one camera at a time. | Scott Spurlock, Richard Souvenir |
| 2012 | CVPR | Gamesourcing to acquire labeled human pose estimation data. | Richard Souvenir, Ayman Hajja, Scott Spurlock |
| 2010 | ISVC | Aggregating Low-Level Features for Human Action Recognition. | Kyle Parrigan, Richard Souvenir |
| 2010 | ISVC | Combining Automated and Interactive Visual Analysis of Biomechanical Motion Data. | Scott Spurlock, Remco Chang, Xiaoyu Wang, George Arceneaux, Daniel F. Keefe, Richard Souvenir |
| 2008 | CVPR | Simultaneous data volume reconstruction and pose estimation from slice samples. | Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless |
| 2008 | CVPR | Manifold learning for 4D CT reconstruction of the lung. | Manfred Georg, Richard Souvenir, Andrew Hope, Robert Pless |
| 2008 | CVPR | Learning the viewpoint manifold for action recognition. | Richard Souvenir, Justin Babbs |
| 2008 | CVPR | Cell motion analysis without explicit tracking. | Richard Souvenir, Jerrod P. Kraftchick, Sangho Lee, Mark G. Clemens, Min C. Shin |
| 2008 | ISVC | Intuitive Visualization and Querying of Cell Motion. | Richard Souvenir, Jerrod P. Kraftchick, Min C. Shin |
| 2008 | ISVC | A Sketch-Based Approach for Detecting Common Human Actions. | Evan A. Suma, Christopher Walton Sinclair, Justin Babbs, Richard Souvenir |
| 2008 | MICCAI | Segmentation of Vessels Cluttered with Cells Using a Physics Based Model. | Stephen Schmugge, Steve Keller, Nhat H. Nguyen, Richard Souvenir, Toan T. Huynh, Mark G. Clemens, Min C. Shin |
| 2006 | CVPR | On Manifold Structure of Cardiac MRI Data: Application to Segmentation. | Qilong Zhang, Richard Souvenir, Robert Pless |
| 2006 | ICIP | Image Manifold Interpolation using Free-Form Deformations. | Richard Souvenir, Qilong Zhang, Robert Pless |
| 2005 | ICCV | Manifold Clustering. | Richard Souvenir, Robert Pless |
| 2005 | WACV | Isomap and Nonparametric Models of Image Deformation. | Richard Souvenir, Robert Pless |
| 2004 | PSB | Design of a High-Throughput Assay for Alternative Splicing Using Polymerase Colonies. | Jeremy Buhler, Richard Souvenir, Weixiong Zhang, Rob Mitra |
| 2003 | WABI | Selecting Degenerate Multiplex PCR Primers. | Richard Souvenir, Jeremy Buhler, Gary D. Stormo, Weixiong Zhang |