Lorenzo Garattoni
11 papers · 2019–2026 · 4 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22)
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Century Club · Bronze
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Keyword Collector
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Research topics
Computer Vision
(8)
Analysis
(8)
Machine Learning
(7)
Artificial Intelligence
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(3)
Processing
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Robotics
(1)
Capabilities
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
video anomaly detection
(4)
weakly supervised learning
(3)
self-supervised learning
(2)
depth estimation
(2)
contrastive learning
(2)
multimodal learning
(2)
human activity recognition
(1)
pose estimation
(1)
temporal modeling
(1)
attention mechanism
(1)
activity recognition
(1)
anomaly detection
(1)
video classification
(1)
trajectory prediction
(1)
video understanding
(1)
3d vision
(1)
gaussian splatting
(1)
object detection
(1)
transfer learning
(1)
action recognition
(1)
Papers
Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy
WACV 2026
Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior in Real-World Videos
WACV 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection
CVPR 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection
ICCV 2025
HouseCat6D - A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios
CVPR 2024
OE-CTST: Outlier-Embedded Cross Temporal Scale Transformer for Weakly-Supervised Video Anomaly Detection
WACV 2024
LAC - Latent Action Composition for Skeleton-based Action Segmentation
ICCV 2023
Self-Supervised Video Representation Learning via Latent Time Navigation
AAAI 2023
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation With Photometrically Challenging Objects
CVPR 2022
PDAN: Pyramid Dilated Attention Network for Action Detection
WACV 2021
Toyota Smarthome: Real-World Activities of Daily Living
ICCV 2019