álvaro Soto
email asotoa@uc.cl
Keywords from publications:
Deep Learning Natural Language Processing Bert Representation Learning Language Models Predictive Coding Ver más...Profile
http://asoto.ing.puc.cl
http://scholar.google.cl/citations?user=gOVVRk4AAAAJ
Research Lines
Network
Keywords from publications
| Title | Year | Doi |
|---|---|---|
| Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations | 2021 | https://doi.org/10.18653/v1/2021.emnlp-main.240 |
| GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media | 2020 | https://doi.org/10.1016/j.ipm.2020.102366 |
| Automatic document screening of medical literature using word and text embeddings in an active learning setting | 2020 | https://doi.org/10.1007/s11192-020-03648-6 |
| Content-based artwork recommendation: integrating painting metadata with neural and manually-engineered visual features | 2019 | https://doi.org/10.1007/s11257-018-9206-9 |
| A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information | 2023 | https://doi.org/arXiv:2305.07565 |
| Learning Sentence-Level Representations with Predictive Coding | 2023 | https://doi.org/10.3390/make5010005 |
| Bridging the Visual Semantic Gap in VLN via Semantically Richer Instructions | 2022 | https://doi.org/10.1007/978-3-031-19836-6_4 |
| Evaluation Benchmarks for Spanish Sentence Representations | 2022 | |
| Entropy-based Stability-Plasticity for Lifelong Learning | 2022 | https://doi.org/10.1109/CVPRW56347.2022.00416 |
| A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images | 2022 | https://doi.org/10.1145/3522747 |
| DACT-BERT: Differentiable Adaptive Computation Time for an Efficient BERT Inference | 2022 | |
| Overcoming Catastrophic Forgetting Using Sparse Coding and Meta Learning | 2021 | https://doi.org/10.1109/ACCESS.2021.3090672 |
| Explaining VQA predictions using visual grounding and a knowledge base | 2020 | https://doi.org/10.1016/j.imavis.2020.103968 |
| Optimizing Reusable Knowledge for Continual Learning via Metalearning | 2021 | |
| CompactNets: Compact Hierarchical Compositional Networks for Visual Recognition | 2020 | https://doi.org/10.1016/j.cviu.2019.102841 |
| Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining | 2019 | https://doi.org/10.1109/WACV.2019.00043 |
| Mixture of Experts with Entropic Regularization for Data Classification | 2019 | https://doi.org/10.3390/e21020190 |
| A Behavioral Approach to Visual Navigation with Graph Localization Networks | 2019 | |
| A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation | 2018 | |
| Behavioral Indoor Navigation With Natural Language Directions | 2018 | https://doi.org/10.1145/3173386.3177001 |
| End-to-End Joint Semantic Segmentation of Actors and Actions in Video | 2018 | https://doi.org/10.1007/978-3-030-01225-0_43 |
| Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation | 2018 | |
| Studying Generalization on Memory-Based Methods in Continual Learning | 2023 | https://doi.org/arXiv:2306.09890 |
| PIVOT: Prompting for Video Continual Learning | 2023 | https://doi.org/10.1109/CVPR52729.2023.02319 |
| Memory Population in Continual Learning via Outlier Elimination | 2023 | https://doi.org/10.1109/ICCVW60793.2023.00373 |
| Inspecting the concept knowledge graph encoded by modern language models | 2021 | |
| APEX: affordance-based plan executor for indoor robotic navigation | 2024 | https://doi.org/10.1080/01691864.2024.2353119 |
| The Eigenpruning | 2024 | https://doi.org/arXiv:2404.03147 |
| Differentiable Adaptive Computation Time for Visual Reasoning | 2020 | https://doi.org/10.1109/CVPR42600.2020.01283 |
School Co-Authors
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External Co-Authors
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Bernard Ghanem1 publication
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Marie-Francine Moens1 publication
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Kumail Alhamoud1 publication
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Gabriel Sepulveda1 publication
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Andres Villa1 publication
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Julio Hurtado1 publication
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Marynel Vazquez1 publication
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Juan Leon Alcazar1 publication
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Fabian Caba Heilbron1 publication
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Vladimir Araujo1 publication
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Motasem Alfarra1 publication