| 2026 | ICDAR | An Exploratory Study of Text-to-Image Generation for Query-by-Example Retrieval of Historical Document Images. | Melissa Cote, Alexandra Branzan Albu |
| 2026 | ICPR | Quilting-Based Image Pre-processing for Commercial Ground Hook and Line Fishing Imagery Classification. | Alejandro Rico Espinosa, Melissa Cote, Ali Soltaninezhad, Tunai Porto Marques, Alexandra Branzan Albu, Vanesa Diaz Gimeno, Jacob W. Lower, Robin Prussin |
| 2026 | ICPR | TubeLite: Lightweight Multi-actor Spatio-Temporal Action Detection. | Ali Soltaninezhad, Melissa Cote, Alejandro Rico Espinosa, Tunai Porto Marques, Alexandra Branzan Albu |
| 2025 | ICCV | Refining Naive Annotations with Limited Expert Guidance for Semantic Segmentation: A Case Study on Underwater Echograms. | Melissa Cote, Amanda Dash, Julek Chawarski, Alexandra Branzan Albu, Femina Senjaliya, Andrea Niemi |
| 2024 | CVPR | Deep Learning-Based Identification of Arctic Ocean Boundaries and Near-Surface Phenomena in Underwater Echograms. | Femina Senjaliya, Melissa Cote, Amanda Dash, Alexandra Branzan Albu, Andrea Niemi, Stphane Gauthier, Julek Chawarski, Steve Pearce, Kaan Ersahin, Keath Borg |
| 2023 | CVPR | Detecting Underwater Discrete Scatterers in Echograms with Deep Learning-Based Semantic Segmentation. | Rhythm Vohra, Femina Senjaliya, Melissa Cote, Amanda Dash, Alexandra Branzan Albu, Julek Chawarski, Steve Pearce, Kaan Ersahin |
| 2023 | DocEng | WEATHERGOV+: A Table Recognition and Summarization Dataset to Bridge the Gap Between Document Image Analysis and Natural Language Generation. | Amanda Dash, Melissa Cote, Alexandra Branzan Albu |
| 2022 | WACV | Towards Durability Estimation of Bioprosthetic Heart Valves Via Motion Symmetry Analysis. | Maryam Alizadeh, Melissa Cote, Alexandra Branzan Albu |
| 2021 | CVPR | Instance Segmentation-Based Identification of Pelagic Species in Acoustic Backscatter Data. | Tunai Porto Marques, Melissa Cote, Alireza Rezvanifar, Alexandra Branzan Albu, Kaan Ersahin, Todd Mudge, Stphane Gauthier |
| 2020 | CVPR | Symbol Spotting on Digital Architectural Floor Plans Using a Deep Learning-based Framework. | Alireza Rezvanifar, Melissa Cote, Alexandra Branzan Albu |
| 2020 | DocEng | Automatic Generation of Electrical Plan Documents from Architectural Data. | Melissa Cote, Alireza Rezvanifar, Alexandra Branzan Albu |
| 2020 | ICPR | Detecting Marine Species in Echograms via Traditional, Hybrid, and Deep Learning Frameworks. | Tunai Porto Marques, Alireza Rezvanifar, Melissa Cote, Alexandra Branzan Albu, Kaan Ersahin, Todd Mudge, Stphane Gauthier |
| 2020 | WACV | Towards Preserving the Ephemeral: Texture-Based Background Modelling for Capturing Back-of-the-Napkin Notes. | Melissa Cote, Alexandra Branzan Albu |
| 2017 | CVPR | Teaching Computer Vision and Its Societal Effects: A Look at Privacy and Security Issues from the Students' Perspective. | Melissa Cote, Alexandra Branzan Albu |
| 2016 | ICPR | Layered ground truth: Conveying structural and statistical information for document image analysis and evaluation. | Melissa Cote, Alexandra Branzan Albu |
| 2016 | ICPR | Look who is not talking: Assessing engagement levels in panel conversations. | Melissa Cote, Amanda Dash, Alexandra Branzan Albu |
| 2016 | WACV | Video summarization for remote invigilation of online exams. | Melissa Cote, Frdric Jean, Alexandra Branzan Albu, David W. Capson |
| 2015 | ICMI | Automatic Speaker Identification from Interpersonal Synchrony of Body Motion Behavioral Patterns in Multi-Person Videos. | Amanda Dash, Melissa Cote, Alexandra Branzan Albu |
| 2014 | ICPR | Sparseness-Based Descriptors for Texture Segmentation. | Melissa Cote, Alexandra Branzan Albu |