Antitza Dantcheva
10 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (15) ๐บ๏ธ Taxonomy Completionist (25) ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (5)
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Academic Marathon
(6)
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Interdisciplinary Bridge
๐ค
Dynamic Duo
(10)
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Conference Pioneer
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Century Club
(10)
Conferences
CVPR (3)
WACV (3)
ICCV (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
contrastive learning
(3)
video anomaly detection
(2)
video generation
(2)
generative adversarial network
(2)
self-supervised learning
(2)
action recognition
(2)
spatio-temporal generation
(2)
pose estimation
(1)
multimodal learning
(1)
anomaly detection
(1)
spatio-temporal modeling
(1)
depth estimation
(1)
trajectory prediction
(1)
multi-modal learning
(1)
domain adaptation
(1)
person re-identification
(1)
appearance modeling
(1)
conditional generation
(1)
video understanding
(1)
human activity recognition
(1)
Papers
Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy
WACV 2026
Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation
ICCV 2025
Just Dance with pi! A Poly-modal Inductor for Weakly-supervised Video Anomaly Detection
CVPR 2025
Guess Future Anomalies from Normalcy: Forecasting Abnormal Behavior in Real-World Videos
WACV 2025
LAC - Latent Action Composition for Skeleton-based Action Segmentation
ICCV 2023
Self-Supervised Video Representation Learning via Latent Time Navigation
AAAI 2023
Latent Image Animator: Learning to Animate Images via Latent Space Navigation
ICLR 2022
Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification
CVPR 2021
ImaGINator: Conditional Spatio-Temporal GAN for Video Generation
WACV 2020
G3AN: Disentangling Appearance and Motion for Video Generation
CVPR 2020