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Vittorio Ferrari

63 papers · 2007–2024 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (94) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (17) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (7) 🏠 Conference Loyalist (29) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (15) 🀝 Dynamic Duo (11) πŸš€ Conference Pioneer πŸ’Ž Century Club (63) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (269) ⚑ Prolific Year (8) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter

Conferences

CVPR (29) ICCV (11) NIPS (8) ECCV (6) WACV (5) AAAI (1) ACL (1) ICML (1) RSS (1)

Top co-authors

Jasper Uijlings (11) Luc Van Gool (8) Stefan Popov (8) Thomas Mensink (5) Berk Kaya (5) Jasper R. R. Uijlings (5) Denys Rozumnyi (5) Suryansh Kumar (5) Kevis-kokitsi Maninis (4) Marc Pollefeys (4)

Keywords

3d reconstruction (13) object detection (11) semantic segmentation (8) weakly supervised learning (5) active learning (5) transfer learning (5) photometric stereo (5) multimodal learning (4) pose estimation (4) video understanding (4) surface normal (3) action recognition (3) depth estimation (3) bounding box (3) convolutional neural network (3) generative model (3) differentiable rendering (3) neural radiance field (3) video segmentation (3) multi-view stereo (3)

Papers

Beyond SOT: Tracking Multiple Generic Objects at Once WACV 2024
Grounding Everything: Emerging Localization Properties in Vision-Language Transformers CVPR 2024
Encyclopedic VQA: Visual Questions About Detailed Properties of Fine-Grained Categories ICCV 2023
Estimating Generic 3D Room Structures from 2D Annotations NIPS 2023
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations NIPS 2023
StoryBench: A Multifaceted Benchmark for Continuous Story Visualization NIPS 2023
Connecting Vision and Language With Video Localized Narratives CVPR 2023
Multi-View Photometric Stereo Revisited WACV 2023
Agile Modeling: From Concept to Classifier in Minutes ICCV 2023
CAD-Estate: Large-scale CAD Model Annotation in RGB Videos ICCV 2023
Tracking by 3D Model Estimation of Unknown Objects in Videos ICCV 2023
Urban Radiance Fields CVPR 2022
Motion-From-Blur: 3D Shape and Motion Estimation of Motion-Blurred Objects in Videos CVPR 2022
Uncertainty-Aware Deep Multi-View Photometric Stereo CVPR 2022
Neural Architecture Search for Efficient Uncalibrated Deep Photometric Stereo WACV 2022
Neural Radiance Fields Approach to Deep Multi-View Photometric Stereo WACV 2022
How Stable Are Transferability Metrics Evaluations? ECCV 2022
RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray-Traced Transformers ECCV 2022
The Missing Link: Finding Label Relations across Datasets ECCV 2022
Transferability Metrics for Selecting Source Model Ensembles CVPR 2022
Transferability Estimation Using Bhattacharyya Class Separability CVPR 2022
Uncalibrated Neural Inverse Rendering for Photometric Stereo of General Surfaces CVPR 2021
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects NIPS 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
From Points to Multi-Object 3D Reconstruction CVPR 2021
DeFMO: Deblurring and Shape Recovery of Fast Moving Objects CVPR 2021
Telling the What While Pointing to the Where: Multimodal Queries for Image Retrieval ICCV 2021
Sharf: Shape-conditioned Radiance Fields from a Single View ICML 2021
Efficient Video Annotation With Visual Interpolation and Frame Selection Guidance WACV 2021
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections ECCV 2020
C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds CVPR 2020
Neural Voxel Renderer: Learning an Accurate and Controllable Rendering Tool CVPR 2020
CoReNet: Coherent 3D Scene Reconstruction from a Single RGB Image ECCV 2020
Connecting Vision and Language with Localized Narratives ECCV 2020
Fast Object Class Labelling via Speech CVPR 2019
Interactive Full Image Segmentation by Considering All Regions Jointly CVPR 2019
Large-Scale Interactive Object Segmentation With Human Annotators CVPR 2019
COCO-Stuff: Thing and Stuff Classes in Context CVPR 2018
Objects as Context for Detecting Their Semantic Parts CVPR 2018
Revisiting Knowledge Transfer for Training Object Class Detectors CVPR 2018
Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018
Weakly Supervised Object Localization Using Things and Stuff Transfer ICCV 2017
Training Object Class Detectors With Click Supervision CVPR 2017
Joint Learning of Object and Action Detectors ICCV 2017
Active Learning for Human Pose Estimation ICCV 2017
Action Tubelet Detector for Spatio-Temporal Action Localization ICCV 2017
Extreme Clicking for Efficient Object Annotation ICCV 2017
We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification CVPR 2016
Discovering the Physical Parts of an Articulated Object Class From Multiple Videos CVPR 2016
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image CVPR 2016
Articulated Motion Discovery Using Pairs of Trajectories CVPR 2015
Situational Object Boundary Detection CVPR 2015
Joint Calibration of Ensemble of Exemplar SVMs CVPR 2015
An Active Search Strategy for Efficient Object Class Detection CVPR 2015
Associative Embeddings for Large-scale Knowledge Transfer with Self-assessment CVPR 2014
Fast Energy Minimization Using Learned State Filters CVPR 2013
Models of Semantic Representation with Visual Attributes ACL 2013
Fast Object Segmentation in Unconstrained Video ICCV 2013
Searching for objects driven by context NIPS 2012
Exploiting spatial overlap to efficiently compute appearance distances between image windows NIPS 2011
Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation NIPS 2009
Using Recognition to Guide a Robot's Attention RSS 2008
Learning Visual Attributes NIPS 2007