Sandra Avila - RankMe

88 papers B 2C 1Misc 2Journal 56Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A General-Purpose Diversified 2D Seismic Image Dataset from NAMSS. CoRR Lucas de Magalhães Araujo, Otávio Oliveira Napoli, Sandra Avila, Edson Borin
2026	J	`jnl`	Bridging Domains through Subspace-Aware Model Merging. CoRR Levy G. Chaves, Chao Zhou, Rebekka Burkholz, Eduardo Valle, Sandra Avila
2026	J	`jnl`	Evaluation of AI ethics tools in language models: a developers' perspective case study. AI Ethics Jhessica Silva, Diego A. B. Moreira, Gabriel Oliveira dos Santos, Alef I. Ferreira, Helena Almeida Maia, Sandra Avila, Hélio Pedrini
2026	J	`jnl`	Human-Centric Perception for Child Sexual Abuse Imagery. CoRR Camila Laranjeira, João Macedo, Sandra Avila, Fabrício Benevenuto, Jefersson A. dos Santos
2025	J	`jnl`	Attention over Scene Graphs: Indoor Scene Representations Toward CSAI Classification. CoRR Artur Barros, Carlos Caetano, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	CACARA: Cross-Modal Alignment Leveraging a Text-Centric Approach for Cost-Effective Multimodal and Multilingual Learning. CoRR Diego A. B. Moreira, Alef I. Ferreira, Jhessica Silva, Gabriel Oliveira dos Santos, Gustavo Bonil, João Medrado Gondim, Viviane Bonadia dos Santos, Helena Almeida Maia, Simone Tiemi Hashiguti, Nádia Félix F. da Silva, Carolina Scarton, Hélio Pedrini, Sandra Avila
2025	—	`conf`	Clustering Discourses: Racial Biases in Short Stories about Women Generated by Large Language Models. STIL Gustavo Bonil, João Medrado Gondim, Viviane Bonadia dos Santos, Simone Tiemi Hashiguti, Helena Almeida Maia, Nádia Félix F. da Silva, Hélio Pedrini, Sandra Avila
2025	J	`jnl`	Clustering Discourses: Racial Biases in Short Stories about Women Generated by Large Language Models. CoRR Gustavo Bonil, João Medrado Gondim, Viviane M. Bonadia dos Santos, Simone Tiemi Hashiguti, Helena Almeida Maia, Nádia Félix F. da Silva, Hélio Pedrini, Sandra Avila
2025	J	`jnl`	Leveraging self-supervised learning for scene classification in child sexual abuse imagery. Forensic Sci. Int. Digit. Investig. Pedro H. V. Valois, João Macedo, Leo Sampaio Ferraz Ribeiro, Jefersson A. dos Santos, Sandra Avila
2025	—	`conf`	Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. FAccT Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Minimizing Risk Through Minimizing Model-Data Interaction: A Protocol For Relying on Proxy Tasks When Designing Child Sexual Abuse Imagery Detection Models. CoRR Thamiris Coelho, Leo Sampaio Ferraz Ribeiro, João Macedo, Jefersson A. dos Santos, Sandra Avila
2025	—	`conf`	Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. FAccT Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, Júlia Fernandes de Mendonça, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Neglected Risks: The Disturbing Reality of Children's Images in Datasets and the Urgent Call for Accountability. CoRR Carlos Caetano, Gabriel Oliveira dos Santos, Caio Petrucci, Artur Barros, Camila Laranjeira, Leo Sampaio Ferraz Ribeiro, Júlia F. de Mendonça, Jefersson A. dos Santos, Sandra Avila
2025	J	`jnl`	Weight Weaving: Parameter Pooling for Data-Free Model Merging. CoRR Levy G. Chaves, Eduardo Valle, Sandra Avila
2025	J	`jnl`	What do vision-language models see in the context? Investigating multimodal in-context learning. CoRR Gabriel Oliveira dos Santos, Esther Colombini, Sandra Avila
2025	J	`jnl`	Yet another algorithmic bias: A Discursive Analysis of Large Language Models Reinforcing Dominant Discourses on Gender and Race. CoRR Gustavo Bonil, Simone Tiemi Hashiguti, Jhessica Silva, João Medrado Gondim, Helena Almeida Maia, Nádia Félix F. da Silva, Hélio Pedrini, Sandra Avila
2024	—	`conf`	Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers. SIPAIM Rosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila
2024	J	`jnl`	Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers. CoRR Rosa Y. G. Paccotacya Yanque, Alceu Bissoto, Sandra Avila
2024	J	`jnl`	Back to the Basics on Predicting Transfer Performance. CoRR Levy G. Chaves, Eduardo Valle, Alceu Bissoto, Sandra Avila
2024	J	`jnl`	Even small correlation and diversity shifts pose dataset-bias issues. Pattern Recognit. Lett. Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2024	—	`conf`	FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. BMVC Workshops Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Silva, Gabriel Oliveira dos Santos, Luiz Pereira, João Medrado Gondim, Gustavo Bonil, Helena Almeida Maia, Nádia Félix F. da Silva, Simone Tiemi Hashiguti, Jefersson A. dos Santos, Hélio Pedrini, Sandra Avila
2024	J	`jnl`	FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. CoRR Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Gabriel Oliveira dos Santos, Luiz Pereira, João Medrado Gondim, Gustavo Bonil, Helena de Almeida Maia, Nádia Félix F. da Silva, Simone Tiemi Hashiguti, Jefersson A. dos Santos, Hélio Pedrini, Sandra Avila
2024	—	`conf`	Gender Bias Detection in Court Decisions: A Brazilian Case Study. FAccT Raysa M. Benatti, Fabiana C. Severi, Sandra Avila, Esther Luna Colombini
2024	J	`jnl`	Gender Bias Detection in Court Decisions: A Brazilian Case Study. CoRR Raysa M. Benatti, Fabiana C. Severi, Sandra Avila, Esther Luna Colombini
2024	J	`jnl`	Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery. CoRR Pedro H. V. Valois, João Macedo, Leo Sampaio Ferraz Ribeiro, Jefersson A. dos Santos, Sandra Avila
2024	—	`conf`	Mastering Scene Understanding: Scene Graphs to the Rescue. SIBGRAPI Carlos Caetano, Leo Sampaio Ferraz Ribeiro, Camila Laranjeira, Gabriel Oliveira dos Santos, Artur Barros, Caio Petrucci, Andreza Aparecida dos Santos, João Macedo, Gil Carvalho, Fabrício Benevenuto, Jefersson A. dos Santos, Sandra Avila
2023	J	`jnl`	A survey on deep learning for skin lesion segmentation. Medical Image Anal. Zahra Mirikharaji, Kumar Abhishek, Alceu Bissoto, Catarina Barata, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2023	C	`conf`	Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. CIARP Luana Barros, Levy G. Chaves, Sandra Avila
2023	J	`jnl`	Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. CoRR Luana Barros, Levy G. Chaves, Sandra Avila
2023	J	`jnl`	CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages. CoRR Gabriel Oliveira dos Santos, Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Silva, Luiz Pereira, Pedro Bueno, Thiago Sousa, Helena Almeida Maia, Nádia Félix F. da Silva, Esther Colombini, Hélio Pedrini, Sandra Avila
2023	J	`jnl`	Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023	—	`conf`	Test-Time Selection for Robust Skin Lesion Analysis. ISIC/Care-AI/MedAGI/DeCaF@MICCAI Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023	J	`jnl`	Test-Time Selection for Robust Skin Lesion Analysis. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2023	—	`conf`	The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2023	J	`jnl`	The Performance of Transferability Metrics does not Translate to Medical Tasks. CoRR Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2022	J	`jnl`	#PraCegoVer: A Large Dataset for Image Captioning in Portuguese. Data Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila
2022	J	`jnl`	A Survey on Deep Learning for Skin Lesion Segmentation. CoRR Zahra Mirikharaji, Catarina Barata, Kumar Abhishek, Alceu Bissoto, Sandra Avila, Eduardo Valle, M. Emre Celebi, Ghassan Hamarneh
2022	—	`conf`	An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. ECCV Workshops (4) Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2022	—	`conf`	Artifact-Based Domain Generalization of Skin Lesion Models. ECCV Workshops (4) Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022	J	`jnl`	Artifact-Based Domain Generalization of Skin Lesion Models. CoRR Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila
2022	J	`jnl`	Mitigando Vieses no Aprendizado de Máquina: Uma Análise Sociotécnica. Braz. J. Inf. Syst. Lívia Ruback, Denise Carvalho, Sandra Avila
2022	—	`conf`	Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. FAccT Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
2022	J	`jnl`	Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets. CoRR Camila Laranjeira, João Macedo, Sandra Avila, Jefersson A. dos Santos
2022	—	`conf`	Should I disclose my dataset? Caveats between reproducibility and individual data rights. NLLP@EMNLP Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther Luna Colombini, Fabiana C. Severi
2022	J	`jnl`	Should I disclose my dataset? Caveats between reproducibility and individual data rights. CoRR Raysa M. Benatti, Camila M. L. Villarroel, Sandra Avila, Esther Luna Colombini, Fabiana C. Severi
2022	J	`jnl`	Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification. Comput. Electron. Agric. Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila
2021	J	`jnl`	#PraCegoVer: A Large Dataset for Image Captioning in Portuguese. CoRR Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila
2021	—	`conf`	An Attentional Model for Earthquake Prediction Using Seismic Data. PAAMS (Workshops) Alana de Santana Correia, Iury Cleveston, Viviane Bonadia dos Santos, Sandra Avila, Esther Luna Colombini
2021	J	`jnl`	An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis. CoRR Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
2021	—	`conf`	CIDEr-R: Robust Consensus-based Image Description Evaluation. W-NUT Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila
2021	J	`jnl`	CIDEr-R: Robust Consensus-based Image Description Evaluation. CoRR Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila
2021	—	`conf`	GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CVPR Workshops Alceu Bissoto, Eduardo Valle, Sandra Avila
2021	J	`jnl`	GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. CoRR Alceu Bissoto, Eduardo Valle, Sandra Avila
2021	J	`jnl`	Weakly Supervised Attention-based Models Using Activation Maps for Citrus Mite and Insect Pest Classification. CoRR Edson R. Bollis, Helena Almeida Maia, Hélio Pedrini, Sandra Avila
2021	B	`conf`	What should we pay attention to when classifying violent videos? ARES Marcos Vinícius Adão Teixeira, Sandra Avila
2020	J	`jnl`	Data, depth, and design: Learning reliable models for skin lesion analysis. Neurocomputing Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
2020	—	`conf`	Debiasing Skin Lesion Datasets and Models? Not So Fast. CVPR Workshops Alceu Bissoto, Eduardo Valle, Sandra Avila
2020	J	`jnl`	Debiasing Skin Lesion Datasets and Models? Not So Fast. CoRR Alceu Bissoto, Eduardo Valle, Sandra Avila
2020	J	`jnl`	Grape detection, segmentation, and tracking using deep neural networks and three-dimensional association. Comput. Electron. Agric. Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos, Sandra Avila
2020	—	`conf`	Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CVPR Workshops Vinícius Ribeiro, Sandra Avila, Eduardo Valle
2020	J	`jnl`	Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. CoRR Vinícius Ribeiro, Sandra Avila, Eduardo Valle
2020	—	`conf`	Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CVPR Workshops Edson R. Bollis, Hélio Pedrini, Sandra Avila
2020	J	`jnl`	Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. CoRR Edson R. Bollis, Hélio Pedrini, Sandra Avila
2019	—	`conf`	(De)Constructing Bias on Skin Lesion Datasets. CVPR Workshops Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
2019	J	`jnl`	(De)Constructing Bias on Skin Lesion Datasets. CoRR Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila
2019	J	`jnl`	A data-driven approach to referable diabetic retinopathy detection. Artif. Intell. Medicine Ramon Pires, Sandra Avila, Jacques Wainer, Eduardo Valle, Michael D. Abràmoff, Anderson Rocha
2019	—	`conf`	Combating the Elsagate Phenomenon: Deep Learning Architectures for Disturbing Cartoons. IWBF Akari Ishikawa, Edson R. Bollis, Sandra Avila
2019	J	`jnl`	Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons. CoRR Akari Ishikawa, Edson R. Bollis, Sandra Avila
2019	Misc	`conf`	Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. UCC Eva Maia Malta, Sandra Avila, Edson Borin
2019	J	`jnl`	Eyes in the Skies: A Data-Driven Fusion Approach to Identifying Drug Crops From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Anselmo Ferreira, Siovani Cintra Felipussi, Ramon Pires, Sandra Avila, Geise Santos, Jorge Albuquerque Lambert, Jiwu Huang, Anderson Rocha
2019	J	`jnl`	Grape detection, segmentation and tracking using deep neural networks and three-dimensional association. CoRR Thiago T. Santos, Leonardo L. de Souza, Andreza A. dos Santos, Sandra Avila
2019	J	`jnl`	Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. CoRR Vinícius Ribeiro, Sandra Avila, Eduardo Valle
2019	J	`jnl`	Multimodal data fusion for sensitive scene localization. Inf. Fusion Daniel Moreira, Sandra Avila, Mauricio Perez, Daniel Moraes, Vanessa Testoni, Eduardo Valle, Siome Goldenstein, Anderson Rocha
2019	J	`jnl`	Skin Lesion Synthesis with Generative Adversarial Networks. CoRR Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
2019	—	`conf`	Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CVPR Workshops Fábio Perez, Sandra Avila, Eduardo Valle
2019	J	`jnl`	Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. CoRR Fábio Perez, Sandra Avila, Eduardo Valle
2019	J	`jnl`	The Six Fronts of the Generative Adversarial Networks. CoRR Alceu Bissoto, Eduardo Valle, Sandra Avila
2019	Misc	`conf`	Toward Subjective Violence Detection in Videos. ICASSP Bruno Peixoto, Bahram Lavi, João Paulo Pereira Martin, Sandra Avila, Zanoni Dias, Anderson Rocha
2018	B	`conf`	Breaking down violence: A deep-learning strategy to model and classify violence in videos. ARES Bruno Malveira Peixoto, Sandra Avila, Zanoni Dias, Anderson Rocha
2018	—	`conf`	Data Augmentation for Skin Lesion Analysis. OR 2.0/CARE/CLIP/ISIC@MICCAI Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle
2018	J	`jnl`	Data Augmentation for Skin Lesion Analysis. CoRR Fábio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle
2018	J	`jnl`	Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018. CoRR Alceu Bissoto, Fábio Perez, Vinícius Ribeiro, Michel Fornaciali, Sandra Avila, Eduardo Valle
2018	J	`jnl`	Leveraging deep neural networks to fight child pornography in the age of social media. J. Vis. Commun. Image Represent. Paulo Vitorino, Sandra Avila, Mauricio Perez, Anderson Rocha
2018	—	`conf`	Skin Lesion Synthesis with Generative Adversarial Networks. OR 2.0/CARE/CLIP/ISIC@MICCAI Alceu Bissoto, Fábio Perez, Eduardo Valle, Sandra Avila
2017	J	`jnl`	Data, Depth, and Design: Learning Reliable Models for Melanoma Screening. CoRR Eduardo Valle, Michel Fornaciali, Afonso Menegola, Julia Tavares, Flávia Vasques Bittencourt, Lin Tzy Li, Sandra Avila
2017	—	`conf`	Knowledge transfer for melanoma screening with deep learning. ISBI Afonso Menegola, Michel Fornaciali, Ramon Pires, Flávia Vasques Bittencourt, Sandra Avila, Eduardo Valle
2017	—	`conf`	Mid-level Image Representation for Fruit Fly Identification (Diptera: Tephritidae). eScience Matheus Macedo Leonardo, Sandra Avila, Roberto A. Zucchi, Fábio Augusto Faria
2014	—	`conf`	Automatic Diabetic Retinopathy detection using BossaNova representation. EMBC Ramon Pires, Sandra Avila, Herbert F. Jelinek, Jacques Wainer, Eduardo Valle, Anderson Rocha