Federico Perazzi
18 papers · 2015–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Conference Pioneer
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Computer Vision
(14)
Processing
(11)
Machine Learning
(10)
Deep Learning
(8)
Analysis
(7)
Architectures
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Core Methods
(4)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Speech & Audio
(1)
Keywords
knowledge distillation
(3)
video segmentation
(3)
convolutional neural network
(2)
image segmentation
(2)
image restoration
(2)
energy minimization
(2)
video object segmentation
(2)
image denoising
(2)
transfer learning
(1)
object detection
(1)
online learning
(1)
weakly supervised learning
(1)
semantic segmentation
(1)
feature extraction
(1)
image generation
(1)
efficient computing
(1)
evaluation methodology
(1)
instance segmentation
(1)
object tracking
(1)
domain adaptation
(1)
Papers
HIME: Efficient Headshot Image Super-Resolution With Multiple Exemplars
WACV 2023
Content-Aware GAN Compression
CVPR 2021
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments
CVPR 2021
Deep Image Compositing
WACV 2021
Active Speakers in Context
CVPR 2020
Basis Prediction Networks for Effective Burst Denoising With Large Kernels
CVPR 2020
Reducing Footskate in Human Motion Reconstruction with Ground Contact Constraints
WACV 2020
Shape Adaptor: A Learnable Resizing Module
ECCV 2020
Single View Metrology in the Wild
ECCV 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation
CVPR 2020
Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement
ICCV 2019
Scaling Object Detection by Transferring Classification Weights
ICCV 2019
Normalized Cut Loss for Weakly-Supervised CNN Segmentation
CVPR 2018
On Regularized Losses for Weakly-supervised CNN Segmentation
ECCV 2018
Learning Video Object Segmentation From Static Images
CVPR 2017
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation
CVPR 2016
Bilateral Space Video Segmentation
CVPR 2016
Fully Connected Object Proposals for Video Segmentation
ICCV 2015