Raphael Gontijo Lopes
7 papers · 2019–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Keywords
data augmentation
(2)
image classification
(2)
representation learning
(2)
computer vision
(1)
model robustness
(1)
model evaluation
(1)
multi-label classification
(1)
image synthesis
(1)
adversarial training
(1)
neural network optimization
(1)
distribution shift
(1)
diffusion model
(1)
latent representation
(1)
vision-language model
(1)
model ensemble
(1)
spectral bia
(1)
frequency domain
(1)
frequency analysis
(1)
neural network generalization
(1)
error analysis
(1)
Papers
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
NeurIPS 2022
Robust Fine-Tuning of Zero-Shot Models
CVPR 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization
NeurIPS 2022
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
NeurIPS 2022
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
ECCV 2020
A Fourier Perspective on Model Robustness in Computer Vision
NeurIPS 2019
A Learned Representation for Scalable Vector Graphics
ICCV 2019