Gianpiero Francesca
17 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
🤝
Dynamic Duo
(11)
🗃️
Keyword Collector
(72)
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The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(12)
Machine Learning
(11)
Analysis
(10)
Core Methods
(7)
Learning Types · Machine Learning
(7)
Processing
(7)
Artificial Intelligence
(6)
Deep Learning
(5)
Core AI · Artificial Intelligence
(5)
Architectures
(4)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Techniques
(1)
Keywords
video understanding
(5)
weakly supervised learning
(4)
action recognition
(4)
video anomaly detection
(4)
multimodal learning
(2)
temporal modeling
(2)
video classification
(2)
action detection
(2)
contrastive learning
(2)
action anticipation
(2)
self-supervised learning
(2)
transfer learning
(1)
attention mechanism
(1)
representation learning
(1)
hierarchical clustering
(1)
human activity recognition
(1)
human pose estimation
(1)
pose estimation
(1)
trajectory prediction
(1)
depth estimation
(1)
Papers
Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy
WACV 2026
MoVie: Broaden Your Views with Human Motion for Action Detection
CVPR 2026
ProSkill: Segment-Level Skill Assessment in Procedural Videos
WACV 2026
Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior in Real-World Videos
WACV 2025
Hierarchical Vector Quantization for Unsupervised Action Segmentation
AAAI 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection
CVPR 2025
MANTA: Diffusion Mamba for Efficient and Effective Stochastic Long-Term Dense Action Anticipation
CVPR 2025
Mixture of Experts Guided by Gaussian Splatters Matters: A new Approach to Weakly-Supervised Video Anomaly Detection
ICCV 2025
Gated Temporal Diffusion for Stochastic Long-term Dense Anticipation
ECCV 2024
OE-CTST: Outlier-Embedded Cross Temporal Scale Transformer for Weakly-Supervised Video Anomaly Detection
WACV 2024
How Much Temporal Long-Term Context is Needed for Action Segmentation?
ICCV 2023
LAC - Latent Action Composition for Skeleton-based Action Segmentation
ICCV 2023
Self-Supervised Video Representation Learning via Latent Time Navigation
AAAI 2023
PDAN: Pyramid Dilated Attention Network for Action Detection
WACV 2021
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos
WACV 2021
Detecting Topic-Oriented Speaker Stance in Conversational Speech
Interspeech 2019
Toyota Smarthome: Real-World Activities of Daily Living
ICCV 2019