Ignacio Rocco
17 papers · 2017–2026 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27)
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Research topics
Computer Vision
(15)
Analysis
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Deep Learning
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Architectures
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Processing
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Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
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Core AI · Computer Vision
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Generation
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Learning Types · Machine Learning
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Keywords
3d reconstruction
(5)
convolutional neural network
(4)
depth estimation
(4)
dense correspondence
(3)
feature matching
(2)
3d vision
(2)
image registration
(2)
end-to-end training
(2)
deformable object
(2)
4d reconstruction
(2)
image matching
(2)
video understanding
(2)
visual localization
(2)
disparity estimation
(1)
weakly supervised learning
(1)
feature extraction
(1)
benchmark evaluation
(1)
self-supervised learning
(1)
neural rendering
(1)
motion estimation
(1)
Papers
Efficiently Reconstructing Dynamic Scenes One D4RT at a Time
CVPR 2026
Direct Motion Models for Assessing Generated Videos
ICML 2025
TAPNext: Tracking Any Point (TAP) as Next Token Prediction
ICCV 2025
CoTracker: It is Better to Track Together
ECCV 2024
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
NeurIPS 2024
Common Pets in 3D: Dynamic New-View Synthesis of Real-Life Deformable Categories
CVPR 2023
DynamicStereo: Consistent Dynamic Depth From Stereo Videos
CVPR 2023
Replay: Multi-modal Multi-view Acted Videos for Casual Holography
ICCV 2023
Self-Supervised Correspondence Estimation via Multiview Registration
WACV 2023
BodyMap: Learning Full-Body Dense Correspondence Map
CVPR 2022
KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos
CVPR 2022
Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions
ECCV 2020
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
CVPR 2019
Is This the Right Place? Geometric-Semantic Pose Verification for Indoor Visual Localization
ICCV 2019
End-to-End Weakly-Supervised Semantic Alignment
CVPR 2018
Neighbourhood Consensus Networks
NeurIPS 2018
Convolutional Neural Network Architecture for Geometric Matching
CVPR 2017