Sérgio Escalera
- Which Tokens to Use? Investigating Token Reduction in Vision Transformers
2023/08/09 by Joakim Bruslund Haurum, Haurum, Joakim Bruslund, Sérgio Escalera +5 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #FOS: Computer and information sciences
- Seamless Human Motion Composition with Blended Positional Encodings
2024/02/23 by Germán Barquero, Sérgio Escalera, Barquero, German +3 · 14 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
- PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation
2020/12/21 by Hugo Bertiche, Bertiche, Hugo, Meysam Madadi +3 · 6 citations
Arts and Humanities · Computer Science · Engineering · Materials Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fashion and Cultural Textiles #Graphics (cs.GR) #Textile materials and evaluations
- CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing
2019/08/28 by Shifeng Zhang, Ajian Liu, Zhang, Shifeng +13 · 6 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #User Authentication and Security Systems
- CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing
2020/03/11 by Ajian Li, Zichang Tan, Li, Ajian +11 · 5 citations
Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
- in2IN: Leveraging individual Information to Generate Human INteractions
2024/04/15 by Pablo Ruiz Ponce, Germán Barquero, Ponce, Pablo Ruiz +7 · 8 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing
2024/03/21 by Ajian Liu, Shuai Xue, Liu, Ajian +13 · 7 citations
Computer Science · Engineering · #Antenna Design and Analysis #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis
- Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition
2024/06/13 by Eleni Triantafillou, Peter Kairouz, Triantafillou, Eleni +26 · 8 citations
Medicine · #Glioma Diagnosis and Treatment
- Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection
2021/04/13 by Ajian Liu, Chenxu Zhao, Liu, Ajian +25 · 3 citations
Computer Science · Medicine · #Biometric Identification and Security #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
- MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
2022/01/10 by Lei Li, Li, Lei, Fuping Wu +61 · 3 citations
Medicine · #Cardiac Imaging and Diagnostics #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
- Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues
2018/05/08 by Cristina Palmero, Palmero, Cristina, Javier Selva +5 · 2 citations
Computer Science · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems
- First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis
2018/04/21 by Julio C. S. Jacques Junior, Yağmur Güçlütürk, Junior, Julio C. S. Jacques +19 · 2 citations
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Psychology and Human Behavior #FOS: Computer and information sciences #Personality Disorders and Psychopathology #Personality Traits and Psychology
- T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos
2024/04/08 by Artur Xarles, Sérgio Escalera, Xarles, Artur +5 · 5 citations
Computer Science · Engineering · #Video Analysis and Summarization #Human Pose and Action Recognition #Human Motion and Animation
- A noisy elephant in the room: Is your out-of-distribution detector robust to label noise?
2024/04/02 by Galadrielle Humblot-Renaux, Humblot-Renaux, Galadrielle, Sérgio Escalera +3 · 5 citations
Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D\n Garment Animation
2020/09/06 by Hugo Bertiche, Bertiche, Hugo, Meysam Madadi +5 · 2 citations
Engineering · Computer Science · #3D Shape Modeling and Analysis #Human Motion and Animation #Computer Graphics and Visualization Techniques
- Predicting the generalization gap in neural networks using topological data analysis
2022/03/23 by Rubén Ballester, Ballester, Rubén, Xavier Arnal Clemente +9 · 2 citations
Computer Science · Medicine · #55N31 #68T07 #Algebraic Topology (math.AT) #Clusterin in disease pathology #FOS: Computer and information sciences #FOS: Mathematics #I.2.6 #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images
2023/03/15 by Hugo Bertiche, Bertiche, Hugo, Niloy J. Mitra +13 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models
2025/04/07 by Germán Barquero, Nadine Bertsch, Barquero, German +19 · 4 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Virtual Reality Applications and Impacts
- On the Effect of Observed Subject Biases in Apparent Personality\n Analysis from Audio-visual Signals
2019/09/12 by Ricardo Darío Pérez Principi, Principi, Ricardo Darío Pérez, Cristina Palmero +5 · 1 citation
Social Sciences · #Media, Gender, and Advertising
- ChaLearn LAP Large Scale Signer Independent Isolated Sign Language\n Recognition Challenge: Design, Results and Future Research
2021/05/11 by Özge Mercanoğlu Sincan, Julio C. S. Jacques Junior, Sincan, Ozge Mercanoglu +5 · 1 citation
Computer Science · Psychology · Engineering · #Hand Gesture Recognition Systems #Hearing Impairment and Communication #Gait Recognition and Analysis
- Word separation in continuous sign language using isolated signs and post-processing
2022/04/02 by Razieh Rastgoo, Kourosh Kiani, Rastgoo, Razieh +3 · 1 citation
Computer Science · Engineering · Psychology · #Hand Gesture Recognition Systems #Gait Recognition and Analysis #Hearing Impairment and Communication
- Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic\n Interactions
2021/09/20 by David Del Curto, Albert Clapés, Curto, David +19 · 1 citation
Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics #Personality Traits and Psychology
- Towards Self-Supervised Gaze Estimation
2022/03/21 by Arya Farkhondeh, Farkhondeh, Arya, Cristina Palmero +5 · 1 citation
Computer Science · Social Sciences · Neuroscience · #Gaze Tracking and Assistive Technology #Advanced Computing and Algorithms #Brain Tumor Detection and Classification
- Verifying Machine Unlearning with Explainable AI
2024/11/20 by Alexandre Campane Vidal, Vidal, Àlex Pujol, Anders Johansen +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SoccerNet 2024 Challenges Results
2024/09/16 by Anthony Cioppa, Cioppa, Anthony, Silvio Giancola +160 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Software System Performance and Reliability
- Beyond AUROC & co. for evaluating out-of-distribution detection performance
2023/06/26 by Galadrielle Humblot-Renaux, Sérgio Escalera, Humblot-Renaux, Galadrielle +3 · 1 citation
Computer Science · Environmental Science · Medicine · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach
2023/11/09 by Cristina Palmero, Mikel deVelasco, Palmero, Cristina +39 · 1 citation
Psychology · #Emotion and Mood Recognition
- Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection
2025/04/01 by Ajian Liu, Chen, Shunxin, Liu, Ajian +9 · 3 citations
Computer Science · #Face recognition and analysis #Biometric Identification and Security #Adversarial Robustness in Machine Learning