Moacir Antonelli Ponti

47 papers A 3Journal 29Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Towards Understanding 3D Vision: The Role of Gaussian Curvature. VISAPP (3) Sherlon Almeida da Silva, Davi Geiger, Luiz Velho, Moacir Antonelli Ponti
2025	J	`jnl`	Back to the Future Cyclopean Stereo: a human perception approach unifying deep and geometric constraints. CoRR Sherlon Almeida da Silva, Davi Geiger, Luiz Velho, Moacir Antonelli Ponti
2025	J	`jnl`	Enhancing sound-based classification of birds and anurans with spectrogram representations and acoustic indices in neural network architectures. Ecol. Informatics Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
2025	J	`jnl`	Leveraging Optimal Methods for Diverse Skin Types Classification in Images for Reduced Bias. RITA Luiz Augusto Vieira Manoel, Moacir Antonelli Ponti
2025	J	`jnl`	On the Temporality for Sketch Representation Learning. CoRR Marcelo Isaias de Moraes Junior, Moacir Antonelli Ponti
2025	J	`jnl`	Real-Time Anomaly Detection with Synthetic Anomaly Monitoring (SAM). CoRR Emanuele Luzio, Moacir Antonelli Ponti
2025	J	`jnl`	The Role of Cyclopean-Eye in Stereo Vision. CoRR Sherlon Almeida da Silva, Davi Geiger, Luiz Velho, Moacir Antonelli Ponti
2025	J	`jnl`	Towards Understanding 3D Vision: the Role of Gaussian Curvature. CoRR Sherlon Almeida da Silva, Davi Geiger, Luiz Velho, Moacir Antonelli Ponti
2025	J	`jnl`	Transformed Multi-view 3D Shape Features with Contrastive Learning. CoRR Márcus Vinícius Lobo Costa, Sherlon Almeida da Silva, Barbara Caroline Benato, Leo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
2024	J	`jnl`	Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action. CoRR Emanuele Luzio, Moacir Antonelli Ponti, Christian Ramirez Arevalo, Luis Argerich
2024	—	`conf`	TTS applied to the generation of datasets for automatic speech recognition. PROPOR (1) Edresson Casanova, Sandra M. Aluísio, Moacir Antonelli Ponti
2023	—	`conf`	A Cross-Dataset Study on the Brazilian Sign Language Translation. ICCV (Workshops) Amanda Hellen de Avellar Sarmento, Moacir Antonelli Ponti
2023	A	`conf`	ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion. INTERSPEECH Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti
2023	—	`conf`	Analyzing College Student Dropout Risk Prediction in Real Data Using Walk-Forward Validation. BRACIS (1) Rodolfo S. S. dos Santos, Moacir Antonelli Ponti, Kamila Rios da Hora Rodrigues
2023	J	`jnl`	Dendrogram distance: an evaluation metric for generative networks using hierarchical clustering. CoRR Gustavo Sutter P. Carvalho, Moacir Antonelli Ponti
2023	J	`jnl`	Evaluation of Barlow Twins and VICReg self-supervised learning for sound patterns of bird and anuran species. CoRR Fábio Felix Dias, Moacir Antonelli Ponti, Milton Cezar Ribeiro, Rosane Minghim
2023	J	`jnl`	Sketch-an-Anchor: Sub-epoch Fast Model Adaptation for Zero-shot Sketch-based Image Retrieval. CoRR Leo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
2022	J	`jnl`	A classification and quantification approach to generate features in soundscape ecology using neural networks. Neural Comput. Appl. Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
2022	J	`jnl`	A single speaker is almost all you need for automatic speech recognition. CoRR Edresson Casanova, Christopher Shulby, Alexander Korolev, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra M. Aluísio, Moacir Antonelli Ponti
2022	—	`conf`	Detecting and mitigating issues in image-based COVID-19 diagnosis. Healthcare AI and COVID-19 Workshop João Marcos Cardoso da Silva, Pedro Martelleto Bressane Rezende, Moacir Antonelli Ponti
2022	J	`jnl`	Implementing simple spectral denoising for environmental audio recordings. CoRR Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim
2022	J	`jnl`	Improving Data Quality with Training Dynamics of Gradient Boosting Decision Trees. CoRR Moacir Antonelli Ponti, Lucas de Angelis Oliveira, Juan Martín Román, Luis Argerich
2022	J	`jnl`	Robust image features for classification and zero-shot tasks by merging visual and semantic attributes. Neural Comput. Appl. Damares Crystina Oliveira de Resende, Moacir Antonelli Ponti
2022	J	`jnl`	TTS-Portuguese Corpus: a corpus for speech synthesis in Brazilian Portuguese. Lang. Resour. Evaluation Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, João Paulo Ramos Teixeira, Moacir Antonelli Ponti, Sandra M. Aluísio
2021	—	`conf`	Data Augmentation Guidelines for Cross-Dataset Transfer Learning and Pseudo Labeling. SIBGRAPI Fernando Pereira dos Santos, Gabriela Salvador Thumé, Moacir Antonelli Ponti
2021	J	`jnl`	Editorial. J. Inf. Data Manag. Maristela Terto de Holanda, Daniel Cardoso Moraes de Oliveira, Moacir Antonelli Ponti
2021	J	`jnl`	Frontmatter. J. Inf. Data Manag. Maristela Terto de Holanda, Daniel Cardoso Moraes de Oliveira, Moacir Antonelli Ponti
2021	—	`conf`	Interactive protocol for acquisition of migraine diaries with a mobile app and machine learning data analysis. IHC Tatiane Vieira Alves, Kamila Rios da Hora Rodrigues, Moacir Antonelli Ponti
2021	A	`conf`	SC-GlowTTS: An Efficient Zero-Shot Multi-Speaker Text-To-Speech Model. Interspeech Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Cândido Jr., Anderson da Silva Soares, Sandra Maria Aluísio, Moacir Antonelli Ponti
2021	J	`jnl`	SC-GlowTTS: an Efficient Zero-Shot Multi-Speaker Text-To-Speech Model. CoRR Edresson Casanova, Christopher Shulby, Eren Gölge, Nicolas Michael Müller, Frederico Santos de Oliveira, Arnaldo Cândido Júnior, Anderson da Silva Soares, Sandra Maria Aluísio, Moacir Antonelli Ponti
2021	—	`conf`	Speech2Phone: A Novel and Efficient Method for Training Speaker Recognition Models. BRACIS (2) Edresson Casanova, Arnaldo Cândido Júnior, Christopher Shulby, Frederico Santos de Oliveira, Lucas Rafael Stefanel Gris, Hamilton Pereira da Silva, Sandra Maria Aluísio, Moacir Antonelli Ponti
2021	J	`jnl`	Training Deep Networks from Zero to Hero: avoiding pitfalls and going beyond. CoRR Moacir Antonelli Ponti, Fernando Pereira dos Santos, Leo Sampaio Ferraz Ribeiro, Gabriel Biscaro Cavallari
2021	A	`conf`	Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021. Interspeech Edresson Casanova, Arnaldo Cândido Jr., Ricardo Corso Fernandes Junior, Marcelo Finger, Lucas Rafael Stefanel Gris, Moacir Antonelli Ponti, Daniel Peixoto Pinto da Silva
2021	J	`jnl`	YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone. CoRR Edresson Casanova, Julian Weber, Christopher Shulby, Arnaldo Cândido Júnior, Eren Gölge, Moacir Antonelli Ponti
2020	J	`jnl`	End-To-End Speech Synthesis Applied to Brazilian Portuguese. CoRR Edresson Casanova, Arnaldo Cândido Júnior, Frederico Santos de Oliveira, Christopher Shulby, João Paulo Teixeira, Moacir Antonelli Ponti, Sandra Maria Aluísio
2019	—	`conf`	Alignment of Local and Global Features from Multiple Layers of Convolutional Neural Network for Image Classification. SIBGRAPI Fernando Pereira dos Santos, Moacir Antonelli Ponti
2019	J	`jnl`	Generalization of feature embeddings transferred from different video anomaly detection domains. CoRR Fernando Pereira dos Santos, Leonardo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
2019	—	`conf`	Homogeneity Index as Stopping Criterion for Anisotropic Diffusion Filter. CAIP (2) Fernando Pereira dos Santos, Moacir Antonelli Ponti
2018	—	`conf`	Color Quantization in Transfer Learning and Noisy Scenarios: An Empirical Analysis Using Convolutional Networks. SIBGRAPI Tiago Santana de Nazaré, Gabriel de Barros Paranhos da Costa, Rodrigo Fernandes de Mello, Moacir Antonelli Ponti
2018	J	`jnl`	Como funciona o Deep Learning. CoRR Moacir Antonelli Ponti, Gabriel B. Paranhos da Costa
2018	J	`jnl`	Computing the Shattering Coefficient of Supervised Learning Algorithms. CoRR Rodrigo Fernandes de Mello, Moacir Antonelli Ponti, Carlos Henrique Grossi Ferreira
2018	—	`book`	Machine Learning - A Practical Approach on the Statistical Learning Theory Rodrigo Fernandes de Mello, Moacir Antonelli Ponti
2018	—	`conf`	Robust Feature Spaces from Pre-Trained Deep Network Layers for Skin Lesion Classification. SIBGRAPI Fernando Pereira dos Santos, Moacir Antonelli Ponti
2018	J	`jnl`	Unsupervised representation learning using convolutional and stacked auto-encoders: a domain and cross-domain feature space analysis. CoRR Gabriel Biscaro Cavallari, Leonardo Sampaio Ferraz Ribeiro, Moacir Antonelli Ponti
2017	—	`conf`	Everything You Wanted to Know about Deep Learning for Computer Vision but Were Afraid to Ask. SIBGRAPI Tutorials Moacir Antonelli Ponti, Leonardo Sampaio Ferraz Ribeiro, Tiago Santana Nazaré, Tu Bui, John P. Collomosse
2017	J	`jnl`	Providing theoretical learning guarantees to Deep Learning Networks. CoRR Rodrigo Fernandes de Mello, Martha Dais Ferreira, Moacir Antonelli Ponti
2017	—	`conf`	Relevance Image Sampling from Collection Using Importance Selection on Randomized Optimum-Path Trees. BRACIS Moacir Antonelli Ponti