Dário A. B. Oliveira

25 papers C 3Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Finding the Underlying Viscoelastic Constitutive Equation via Universal Differential Equations and Differentiable Physics. CoRR Elias C. Rodrigues, Roney L. Thompson, Dário A. B. Oliveira, Roberto F. Ausas
2025	J	`jnl`	Finding the underlying viscoelastic constitutive equation via universal differential equations and differentiable physics. Eng. Appl. Artif. Intell. Elias C. Rodrigues, Roney L. Thompson, Dário A. B. Oliveira, Roberto F. Ausas
2025	J	`jnl`	i-WiViG: Interpretable Window Vision GNN. CoRR Ivica Obadic, Dmitry Kangin, Dário A. B. Oliveira, Plamen P. Angelov, Xiao Xiang Zhu
2024	J	`jnl`	A polar transformation augmentation approach for enhancing mammary gland segmentation in ultrasound images. Comput. Electron. Agric. Dário A. B. Oliveira, Tiago Bresolin, Sandra G. Coelho, M. M. Campos, C. F. A. Lage, J. M. Leão, L. G. R. Pereira, Laura Hernández, João R. R. Dórea
2024	—	`conf`	Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CVPR Workshops Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu
2024	J	`jnl`	Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CoRR Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu
2024	J	`jnl`	Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu
2024	—	`conf`	Recent Trends Challenges and Limitations of Explainable AI in Remote Sensing. XAI4CV Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Dário A. B. Oliveira, Xiao Xiang Zhu
2023	J	`jnl`	Foundation Models for Generalist Geospatial Artificial Intelligence. CoRR Johannes Jakubik, Sujit Roy, C. E. Phillips, Paolo Fraccaro, Denys Godwin, Bianca Zadrozny, Daniela Szwarcman, Carlos Gomes, Gabby Nyirjesy, Blair Edwards, Daiki Kimura, Naomi Simumba, Linsong Chu, S. Karthik Mukkavilli, Devyani Lambhate, Kamal Das, Ranjini Bangalore, Dário A. B. Oliveira, Michal Muszynski, Kumar Ankur, Muthukumaran Ramasubramanian, Iksha Gurung, Sam Khallaghi, Hanxi Li, Michael Cecil, Maryam Ahmadi, Fatemeh Kordi, Hamed Alemohammad, Manil Maskey, Raghu K. Ganti, Kommy Weldemariam, Rahul Ramachandran
2022	C	`conf`	Controlling Weather Field Synthesis Using Variational Autoencoders. IGARSS Dário A. B. Oliveira, Jorge Guevara Diaz, Bianca Zadrozny, Campbell D. Watson, Xiao Xiang Zhu
2022	J	`jnl`	Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images. IEEE Geosci. Remote. Sens. Lett. Laura Elena Cué La Rosa, Dário A. B. Oliveira, Maciel Zortea, Bruno Holtz Gemignani, Raul Queiroz Feitosa
2022	J	`jnl`	Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery. CoRR Laura Elena Cue La Rosa, Dário A. B. Oliveira, Pedram Ghamisi
2021	J	`jnl`	A modular framework for extreme weather generation. CoRR Bianca Zadrozny, Campbell D. Watson, Daniela Szwarcman, Daniel Civitarese, Dário A. B. Oliveira, Eduardo Rodrigues, Jorge Guevara Diaz
2021	J	`jnl`	Automatic Velocity Analysis Using a Hybrid Regression Approach With Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Rodrigo S. Ferreira, Dário A. B. Oliveira, Daniil Semin, Semen Zaytsev
2021	J	`jnl`	Enabling Robust Horizon Picking From Small Training Sets. IEEE Trans. Geosci. Remote. Sens. Andréa Britto Mattos, Daniel Civitarese, Daniela Szwarcman, Matheus Oliveira, Semen Zaytsev, Daniil Semin, Dário A. B. Oliveira
2021	C	`conf`	Evaluation of Unsupervised Deep Clustering Methods for Crop Classification Using SAR Image Sequences. IGARSS Daliana Lobo Torres, Laura Elena Cué La Rosa, Dário A. B. Oliveira, Raul Queiroz Feitosa
2021	C	`conf`	Investigating Fusion Strategies on Encoder-Decoder Networks for Crop Segmentation Using SAR and Optical Image Sequences. IGARSS Laura Elena Cué La Rosa, Dário A. B. Oliveira, Raul Queiroz Feitosa
2021	J	`jnl`	Self-Supervised Ground-Roll Noise Attenuation Using Self-Labeling and Paired Data Synthesis. IEEE Trans. Geosci. Remote. Sens. Dário A. B. Oliveira, Daniil Semin, Semen Zaytsev
2021	—	`conf`	Simplifying Horizon Picking Using Single-Class Semantic Segmentation Networks. SIBGRAPI Danilo Calhes, Felipe Kawashita Kobayashi, Andréa Britto Mattos, Maysa M. G. Macedo, Dário A. B. Oliveira
2020	J	`jnl`	Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Rodrigo S. Ferreira, Julia Noce, Dário A. B. Oliveira, Emilio Vital Brazil
2019	—	`conf`	Exploring features towards semantic characterization of lung nodules in computed tomography images. Computer-Aided Diagnosis Maysa M. G. Macedo, Dário A. B. Oliveira
2019	J	`jnl`	Improving Seismic Data Resolution With Deep Generative Networks. IEEE Geosci. Remote. Sens. Lett. Dário A. B. Oliveira, Rodrigo S. Ferreira, Reinaldo M. Da Gama e Silva, Emilio Vital Brazil
2019	J	`jnl`	Synthesis of Multispectral Optical Images From SAR/Optical Multitemporal Data Using Conditional Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Jose David Bermudez Castro, Patrick Nigri Happ, Raul Queiroz Feitosa, Dário A. B. Oliveira
2018	—	`conf`	Coronary calcification identification in optical coherence tomography using convolutional neural networks. Biomedical Applications in Molecular, Structural, and Functional Imaging Dário A. B. Oliveira, Maysa M. G. Macedo, Pedro Nicz, Carlos M. Campos, Pedro A. Lemos, Marco A. Gutierrez
2017	J	`jnl`	A Set of Methods to Support Object-Based Distributed Analysis of Large Volumes of Earth Observation Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rodrigo S. Ferreira, Cristiana Bentes, Gilson A. O. P. da Costa, Dário A. B. Oliveira, Patrick Nigri Happ, Raul Queiroz Feitosa, Paolo Gamba