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Edson Bollis

Observed names: Bollis, Edson, Edson R. Bollis
ORCID: 0000-0002-0993-784X
Observed ORCID: 0000-0002-0993-784X
OpenAlex ID: A5085487887
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark
2020 · Edson Bollis, Helio Pedrini, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 44
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Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification
2022 · Edson Bollis, Helena Maia, et al. · Computers and Electronics in Agriculture · 31
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Combating the Elsagate Phenomenon: Deep Learning Architectures for Disturbing Cartoons
2019 · Akari Ishikawa, Edson Bollis, et al. · International Workshop on Biometrics and Forensics (IWBF) · 29
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A Robust Software Product Line Architecture for Data Collection in Android Platform
2015 · Gustavo M. Waku, Edson R. Bollis, et al. · Brazilian Symposium on Software Components, Architectures, and Reuse (SBCARS) · 8
Evaluating Prompt Injection Attacks with LSTM-Based Generative Adversarial Networks: A Lightweight Alternative to Large Language Models
2025 · Sharaf Rashid, Edson Bollis, et al. · Machine Learning and Knowledge Extraction · 4
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Efficient LLMs with AMP: Attention Heads and MLP Pruning
2025 · Leandro Giusti Mugnaini, Bruno Lopes Yamamoto, et al. · International Joint Conference on Neural Networks (IJCNN) · 3
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Layer-Wise LoRA Fine-Tuning: A Similarity Metric Approach
2026 · Keith Ando Ogawa, Bruno Lopes Yamamoto, et al. · Lecture notes in computer science
ESG-QA: Building a Dataset for Question Answering on Environmental, Social, and Governance Pillars
2026 · Gabriel Assis, Ayrton Surica, et al. · Language Resources and Evaluation Conference (LREC)
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Developing an ESG-Oriented Large Language Model through ESG Practices
2026 · Assis, Gabriel, Surica, Ayrton, et al. · arXiv (Cornell University)
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Layer-wise LoRA fine-tuning: a similarity metric approach
2026 · Ogawa, Keith Ando, Yamamoto, Bruno Lopes, et al. · arXiv (Cornell University)
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Compressing LLMs with MoP: Mixture of Pruners
2026 · Yamamoto, Bruno Lopes, de Alcantara, Lucas Lauton, et al. · arXiv (Cornell University)
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Technical Report on Text Dataset Distillation
2025 · Ogawa, Keith Ando, Yamamoto, Bruno Lopes, et al. · arXiv (Cornell University)
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On the Potential of Tool-Enhanced Small Language Models to Match Large Models in Finance
2025 · Gabriel Assis, Ayrton Surica, et al. · ACM International Conference on AI in Finance (ICAIF)
Aroeira: A Curated Corpus for the Portuguese Language with a Large Number of Tokens
2025 · Thiago Lira, Flávio Cação, et al. · Lecture notes in computer science
What are kids watching at youtube? Elsagate detection through deep neural networks
2019 · Akari Ishikawa, Sandra Avila, et al. · Resumos do...
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Works count: 15
Citation count: 119
H-index: 4
I10-index: 3
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