Andrés Villa

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 12

Top Topics

Transductive Inference

Incremental Learning

Item Recommendation

Top Venues

UMAP (Adjunct Publication)

Publications

Andrés Villa, Juan Carlos León Alcázar, Alvaro Soto, Bernard Ghanem
Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models. CoRR (2023)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CVPR (2023)
Andrés Villa, Kumail Alhamoud, Victor Escorcia, Fabian Caba Heilbron, Juan León Alcázar, Bernard Ghanem
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CVPR (2022)
Vladimir Araujo, Helem Salinas, Alvaro Labarca, Andrés Villa, Denis Parra
Hierarchical Transformers for Group-Aware Sequential Recommendation: Application in MOBA Games. UMAP (Adjunct Publication) (2022)
Andrés Villa, Juan León Alcázar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem
PIVOT: Prompting for Video Continual Learning. CoRR (2022)
Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
vCLIMB: A Novel Video Class Incremental Learning Benchmark. CoRR (2022)
Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. CoRR (2021)
Vladimir Araujo, Andrés Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto
Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. EMNLP (1) (2021)
Andrés Villa, Juan-Manuel Perez-Rua, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. CoRR (2021)
Andrés Villa, Juan-Manuel Pérez-Rúa, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. BMVC (2021)
Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra
Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games. CoRR (2020)
Andrés Villa, Vladimir Araujo, Francisca Cattan, Denis Parra
Interpretable Contextual Team-aware Item Recommendation: Application in Multiplayer Online Battle Arena Games. RecSys (2020)