Sergio Escalera
36 papers · 2010–2026 · 10 conferences · across top CS/AI conferences
Achievements
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Topic Evolution
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Mega-Team
(43)
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(8)
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(7)
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(35)
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(2)
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(171)
Conferences
CVPR (14)
ECCV (4)
ICCV (4)
JMLR (4)
WACV (4)
AAAI (2)
AUTOML (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
convolutional neural network
(3)
face recognition
(3)
motion synthesis
(3)
face anti-spoofing
(3)
vision-language model
(2)
adversarial attack detection
(2)
multi-modal fusion
(2)
image classification
(2)
generative model
(2)
diffusion model
(2)
multimodal learning
(2)
action recognition
(2)
face attack detection
(2)
human motion generation
(2)
pose estimation
(2)
representation learning
(2)
video understanding
(2)
domain adaptation
(2)
deep neural network
(2)
hand tracking
(2)
Papers
4D Point Cloud Segmentation via Active Test-Time Adaptation
AAAI 2026
From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models
CVPR 2025
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection
AAAI 2025
Sparse-Dense Side-Tuner for efficient Video Temporal Grounding
ICCV 2025
SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization
WACV 2025
L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers
CVPR 2025
MANTRA: The Manifold Triangulations Assemblage
ICLR 2025
MixerMDM: Learnable Composition of Human Motion Diffusion Models
CVPR 2025
Agglomerative Token Clustering
ECCV 2024
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping
WACV 2024
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
JMLR 2024
Unified Physical-Digital Face Attack Detection
IJCAI 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing
CVPR 2024
A Noisy Elephant in the Room: Is Your Out-of-Distribution Detector Robust to Label Noise?
CVPR 2024
Seamless Human Motion Composition with Blended Positional Encodings
CVPR 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
CVPR 2024
Blowing in the Wind: CycleNet for Human Cinemagraphs From Still Images
CVPR 2023
CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges
JMLR 2023
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction
ICCV 2023
Gloss-Free Sign Language Translation: Improving from Visual-Language Pretraining
ICCV 2023
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
NIPS 2022
Multi-Task Classification of Sewer Pipe Defects and Properties Using a Cross-Task Graph Neural Network Decoder
WACV 2022
DeePSD: Automatic Deep Skinning and Pose Space Deformation for 3D Garment Animation
ICCV 2021
CASIA-SURF CeFA: A Benchmark for Multi-Modal Cross-Ethnicity Face Anti-Spoofing
WACV 2021
Computing the Testing Error Without a Testing Set
CVPR 2020
CLOTH3D: Clothed 3D Humans
ECCV 2020
Gate-Shift Networks for Video Action Recognition
CVPR 2020
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks?
CVPR 2019
A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing
CVPR 2019
LSTA: Long Short-Term Attention for Egocentric Action Recognition
CVPR 2019
Deep Structure Inference Network for Facial Action Unit Recognition
ECCV 2018
Folded Recurrent Neural Networks for Future Video Prediction
ECCV 2018
Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals
CVPR 2018
Challenges in multimodal gesture recognition
JMLR 2016
A Brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning Without Human Intervention
AUTOML 2016
Error-Correcting Output Codes Library
JMLR 2010