Soto, Alvaro

18 publications

CVPRW 2025 Behind the Magic, MERLIM: Multi-Modal Evaluation Benchmark for Large Image-Language Models Andrés Villa, Juan León Alcázar, Alvaro Soto, Bernard Ghanem

CVPR 2025 Data Distributional Properties as Inductive Bias for Systematic Generalization Felipe del Rio, Alain Raymond-Saez, Daniel Florea, Rodrigo Toro Icarte, Julio Hurtado, Cristian B. Calderon, Alvaro Soto

ICCVW 2023 Memory Population in Continual Learning via Outlier Elimination Julio Hurtado, Alain Raymond-Saez, Vladimir Araujo, Vincenzo Lomonaco, Alvaro Soto, Davide Bacciu

CVPR 2023 PIVOT: Prompting for Video Continual Learning Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem

ICMLW 2023 Studying Generalization on Memory-Based Methods in Continual Learning Felipe del Rio, Julio Hurtado, Cristian Buc Calderon, Alvaro Soto, Vincenzo Lomonaco

ECCV 2022 Bridging the Visual Semantic Gap in VLN via Semantically Richer Instructions Joaquín Ossandón, Benjamín Earle, Alvaro Soto

CVPRW 2022 Entropy-Based Stability-Plasticity for Lifelong Learning Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens

NeurIPS 2021 Optimizing Reusable Knowledge for Continual Learning via Metalearning Julio Hurtado, Alain Raymond, Alvaro Soto

WACV 2019 Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining Yundong Zhang, Juan Carlos Niebles, Alvaro Soto

ECCV 2018 End-to-End Joint Semantic Segmentation of Actors and Actions in Video Jingwei Ji, Shyamal Buch, Alvaro Soto, Juan Carlos Niebles

IJCAI 2017 How a General-Purpose Commonsense Ontology Can Improve Performance of Learning-Based Image Retrieval Rodrigo Toro Icarte, Jorge A. Baier, Cristian Ruz, Alvaro Soto

CVPR 2016 A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets Ivan Lillo, Juan Carlos Niebles, Alvaro Soto

CVPR 2016 Action Recognition in Video Using Sparse Coding and Relative Features Anali Alfaro, Domingo Mery, Alvaro Soto

WACV 2015 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

CVPR 2014 Discriminative Hierarchical Modeling of Spatio-Temporally Composable Human Activities Ivan Lillo, Alvaro Soto, Juan Carlos Niebles

ICCV 2013 Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition Hans Lobel, Rene Vidal, Alvaro Soto

CVPRW 2008 Improving the Selection and Detection of Visual Landmarks Through Object Tracking Pablo Espinace, Álvaro Soto

IJCAI 2005 Self Adaptive Particle Filter Alvaro Soto