| 2025 | CLEI | Explainable COVID-19 Classification Via Variational Autoencoder-Guided Patch Occlusion. | Rodrigo Bayuk, Joel Manquel, Orietta Nicolis, Luis Caro, Billy Peralta |
| 2024 | CIARP | A Proposal for Explainable Fruit Quality Recognition Using Multimodal Models. | Felipe Nuez, Billy Peralta, Orietta Nicolis, Luis Caro, Marco Mora |
| 2024 | CIARP | Mixture of LSTM Experts for Sales Prediction with Diverse Features. | Matas Soto, Felipe Corts, Tmar Contreras, Billy Peralta |
| 2024 | CLEI | Self-Supervised Learning Applied to Variable Star Semi-Supervised Classification Using LSTM and GRU Networks. | Roberto Merino, Pablo Jara, Billy Peralta, Orietta Nicolis, Hans Lobel, Luis Caro |
| 2024 | CLEI | Causal Analysis of Failure in a First-Year Course at a Chilean University Based on Programming Support Guides. | Gaston Sepulveda, Billy Peralta, Pablo Schwarzenberg, Marcos A. Lvano |
| 2019 | CIARP | A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models. | Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Alberto Caro |
| 2019 | IBPRIA | A Proposal of Neural Networks with Intermediate Outputs. | Billy Peralta, Juan Reyes, Luis Alberto Caro, Christian Pieringer |
| 2017 | CIARP | Unsupervised Local Regressive Attributes for Pedestrian Re-identification. | Billy Peralta, Luis Alberto Caro, Alvaro Soto |
| 2017 | CLEI | A proposal for mixture of experts with entropic regularization. | Billy Peralta, Ariel Saavedra, Luis Alberto Caro |
| 2015 | WACV | Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments. | Cristian Ruz, Christian Pieringer, Billy Peralta, Ivan Lillo, Pablo Espinace, R. Gonzalez, B. Wendt, Domingo Mery, Alvaro Soto |
| 2014 | ACCV | Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization. | Billy Peralta, Alvaro Soto |
| 2012 | BMVC | Adaptive hierarchical contexts for object recognition with conditional mixture of trees. | Billy Peralta, Pablo Espinace, Alvaro Soto |
| 2011 | CIARP | Mixing Hierarchical Contexts for Object Recognition. | Billy Peralta, Alvaro Soto |