Paolo Favaro
38 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (64) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Mega-Team Β· Squad
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Keyword Pioneer
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Grand Slam
π§¬
Topic Evolution
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Deep Specialist
(14)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(169)
Top co-authors
Research topics
Deep Learning
(27)
Machine Learning
(25)
Computer Vision
(24)
Learning Types Β· Deep Learning
(19)
Learning Types Β· Machine Learning
(17)
Processing
(12)
Models
(9)
Analysis
(7)
Core Methods
(7)
Generation
(7)
Optimization & Theory
(7)
Artificial Intelligence
(6)
Architectures
(6)
Core AI
(5)
Application Areas
(4)
Keywords
self-supervised learning
(12)
image restoration
(4)
video generation
(4)
representation learning
(4)
adversarial training
(3)
unsupervised learning
(3)
video prediction
(3)
generative adversarial network
(3)
image deblurring
(2)
object segmentation
(2)
motion control
(2)
neural network optimization
(2)
feature learning
(2)
diffusion model
(2)
vision transformer
(2)
blind deconvolution
(2)
semi-supervised learning
(2)
transfer learning
(2)
multimodal learning
(2)
blind image restoration
(2)
Papers
Adapting Dense Matching for Homography Estimation with Grid-based Acceleration
CVPR 2025
CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation
AAAI 2025
Diffusion Image Prior
ICCV 2025
Faster Inference of Flow-Based Generative Models via Improved Data-Noise Coupling
ICLR 2025
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control
CVPR 2025
Blind Image Restoration via Fast Diffusion Inversion
NeurIPS 2024
Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation
WACV 2024
Learn the Force We Can: Enabling Sparse Motion Control in Multi-Object Video Generation
AAAI 2024
Masked and Shuffled Blind Spot Denoising for Real-World Images
CVPR 2024
A Meta-Learning Approach to Predicting Performance and Data Requirements
CVPR 2023
Efficient Video Prediction via Sparsely Conditioned Flow Matching
ICCV 2023
Representation Learning by Detecting Incorrect Location Embeddings
AAAI 2023
ScaleDet: A Scalable Multi-Dataset Object Detector
CVPR 2023
Spatio-Temporal Crop Aggregation for Video Representation Learning
ICCV 2023
Controllable Video Generation through Global and Local Motion Dynamics
ECCV 2022
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
AAAI 2022
MOVE: Unsupervised Movable Object Segmentation and Detection
NeurIPS 2022
Semi-supervised Vision Transformers at Scale
NeurIPS 2022
A Unified Generative Adversarial Network Training via Self-Labeling and Self-Attention
ICML 2021
ISD: Self-Supervised Learning by Iterative Similarity Distillation
ICCV 2021
Learning to Have an Ear for Face Super-Resolution
CVPR 2020
Learning Video Representations by Transforming Time
ECCV 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics
CVPR 2020
Emergence of Object Segmentation in Perturbed Generative Models
NeurIPS 2019
Learning to Extract Flawless Slow Motion From Blurry Videos
CVPR 2019
On Stabilizing Generative Adversarial Training With Noise
CVPR 2019
Boosting Self-Supervised Learning via Knowledge Transfer
CVPR 2018
Deep Bilevel Learning
ECCV 2018
Disentangling Factors of Variation by Mixing Them
CVPR 2018
Learning to Extract a Video Sequence From a Single Motion-Blurred Image
CVPR 2018
Normalized Blind Deconvolution
ECCV 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts
CVPR 2018
Understanding Degeneracies and Ambiguities in Attribute Transfer
ECCV 2018
Deep Mean-Shift Priors for Image Restoration
NeurIPS 2017
Noise-Blind Image Deblurring
CVPR 2017
Representation Learning by Learning to Count
ICCV 2017
Total Variation Blind Deconvolution: The Devil is in the Details
CVPR 2014
A New Perspective on Uncalibrated Photometric Stereo
CVPR 2013