| 2023 | CVPR | Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy. | Wolfgang M. Pernice, Michael Doron, Alex Quach, Aditya Pratapa, Sultan Kenjeyev, Nicholas De Veaux, Michio Hirano, Juan C. Caicedo |
| 2020 | ICPR | Multi-Attribute Learning With Highly Imbalanced Data. | Viviana Beltrn, Mickal Coustaty, Nicholas Journet, Juan C. Caicedo, Antoine Doucet |
| 2018 | CVPR | Weakly Supervised Learning of Single-Cell Feature Embeddings. | Juan C. Caicedo, Claire McQuin, Allen Goodman, Shantanu Singh, Anne E. Carpenter |
| 2016 | CIARP | Computing Arithmetic Operations on Sequences of Handwritten Digits. | Andrs Prez, Anglica Quevedo, Juan C. Caicedo |
| 2016 | CIARP | Identifying Colombian Bird Species from Audio Recordings. | Angie K. Reyes, Juan C. Caicedo, Jorge E. Camargo |
| 2015 | ICCV | Active Object Localization with Deep Reinforcement Learning. | Juan C. Caicedo, Svetlana Lazebnik |
| 2015 | ICCV | Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models. | Bryan A. Plummer, Liwei Wang, Chris M. Cervantes, Juan C. Caicedo, Julia Hockenmaier, Svetlana Lazebnik |
| 2012 | CIARP | Online Matrix Factorization for Multimodal Image Retrieval. | Juan C. Caicedo, Fabio A. Gonzlez |
| 2011 | CVPR | Collaborative personalization of image enhancement. | Juan C. Caicedo, Ashish Kapoor, Sing Bing Kang |
| 2011 | ICTIR | Quantum Latent Semantic Analysis. | Fabio A. Gonzlez, Juan C. Caicedo |
| 2011 | MICCAI | Histology Image Indexing Using a Non-negative Semantic Embedding. | Jorge A. Vanegas, Juan C. Caicedo, Fabio A. Gonzlez, Eduardo Romero |
| 2010 | CBMI | A kernel-based strategy for exploratory image collection search. | Jorge E. Camargo, Juan C. Caicedo, Anyela M. Chavarro, Fabio A. Gonzlez |
| 2009 | AIME | Histopathology Image Classification Using Bag of Features and Kernel Functions. | Juan C. Caicedo, Angel Cruz-Roa, Fabio A. Gonzlez |
| 2009 | CIARP | Visual Pattern Analysis in Histopathology Images Using Bag of Features. | Angel Cruz-Roa, Juan C. Caicedo, Fabio A. Gonzlez |
| 2007 | PSIVT | Design of a Medical Image Database with Content-Based Retrieval Capabilities. | Juan C. Caicedo, Fabio A. Gonzlez, Edwin Triana, Eduardo Romero |