Giovanni Maria Farinella
16 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Dynamic Duo
(16)
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Keyword Champion
(2)
π₯
Mega-Team Β· Civilization
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Deep Specialist
(10)
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Conference Pioneer
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(62)
Venues
Top co-authors
Research topics
Computer Vision
(11)
Domain-Specific
(10)
Artificial Intelligence
(9)
Core AI
(9)
Analysis
(7)
Processing
(7)
Machine Learning
(3)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Learning Types
(2)
Representation
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Architectures
(1)
Cognitive Science
(1)
Keywords
egocentric video
(8)
video understanding
(8)
egocentric vision
(5)
action recognition
(3)
human-object interaction
(2)
activity recognition
(2)
object detection
(2)
mistake detection
(2)
episodic memory
(2)
skill assessment
(2)
procedural activity
(2)
object tracking
(1)
video classification
(1)
natural language understanding
(1)
hand pose estimation
(1)
visual question answering
(1)
pose estimation
(1)
elo rating
(1)
video analysis
(1)
graph representation
(1)
Papers
Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance
WACV 2026
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory
WACV 2026
ProSkill: Segment-Level Skill Assessment in Procedural Videos
WACV 2026
Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities
CVPR 2025
Action Scene Graphs for Long-Form Understanding of Egocentric Videos
CVPR 2024
AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation
ECCV 2024
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?
ECCV 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
NeurIPS 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
CVPR 2024
ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios
WACV 2024
PREGO: Online Mistake Detection in PRocedural EGOcentric Videos
CVPR 2024
Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs
ECCV 2024
Ego4D: Around the World in 3,000 Hours of Egocentric Video
CVPR 2022
The MECCANO Dataset: Understanding Human-Object Interactions From Egocentric Videos in an Industrial-Like Domain
WACV 2021
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention
ICCV 2019
Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
ECCV 2018