PPaperPicks

Sergio Escalera

32 papers at tracked venues · 25 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0617-8873 ↗Homepage ↗

Venues

CVPR ×15WACV ×5ICCV ×4AAAI ×2ACM MM ×2ECCV ×1ICLR ×1IJCAI ×1SIGIR ×1

Frequent coauthors

Thomas B. Moeslund
×8
Ajian Liu
×6
Jun Wan
×6
Zhen Lei
×6
Kamal Nasrollahi
×5
Albert Clapés
×5
Germán Barquero
×5
Cristina Palmero
×5
Junze Zheng
×5
Sofia Casarin
×4
Oswald Lanz
×4
Jiankang Deng
×4

Papers

  1. 4D Point Cloud Segmentation via Active Test-Time Adaptation
    AAAI 2026 ·
    Mingrong Gong
    ,
    Chaoqi Chen
    ,
    Luyao Tang
    ,
    Yuxi Wang
    , Sergio Escalera
  2. DIGEST: Dynamic Graph Refinement with Dual Contrastive Semantic Transfer for Multimodal Recommendation
    SIGIR 2026 ·
    Xiangyu Sai
    ,
    Meysam Madadi
    , Sergio Escalera,
    Yong Xu
  3. PrismVAU: Prompt-Refined Inference System for Multimodal Video Anomaly Understanding
    WACV 2026 ·
    Iñaki Erregue
    ,
    Kamal Nasrollahi
    , Sergio Escalera
  4. SOVABench: A Vehicle Surveillance Action Retrieval Benchmark for Multimodal Large Language Models
    WACV 2026 ·
    Oriol Rabasseda
    ,
    Zenjie Li
    ,
    Kamal Nasrollahi
    , Sergio Escalera
  5. Action Anticipation from SoccerNet Football Video Broadcasts
    CVPR 2025 ·
    Mohamad Dalal
    ,
    Artur Xarles
    ,
    Anthony Cioppa
    ,
    Silvio Giancola
    ,
    Marc Van Droogenbroeck
    ,
    Bernard Ghanem
    ,
    Albert Clapés
    , Sergio Escalera,
    Thomas B. Moeslund
  6. Action Valuation in Sports: A Survey
    CVPR 2025 ·
    Artur Xarles
    , Sergio Escalera,
    Thomas B. Moeslund
    ,
    Albert Clapés
  7. COOkeD: Ensemble-Based OOD Detection in the Era of Zero-Shot CLIP
    ICCV 2025 ·
    Galadrielle Humblot-Renaux
    ,
    Gianni Franchi
    , Sergio Escalera,
    Thomas B. Moeslund
  8. Diffusion-Based Continuous Sign Language Generation with Cluster-Specific Fine-Tuning and Motion-Adapted Transformer
    CVPR 2025 ·
    Razieh Rastgoo
    ,
    Kourosh Kiani
    , Sergio Escalera
  9. Fall Detection: Leveraging Depth Information in Bayesian Networks
    WACV 2025 ·
    Marc Oliu
    ,
    Rohat Bozyil
    ,
    Mia Sandra Nicole Siemon
    ,
    Alejandro Martinez-Senent
    , Sergio Escalera,
    Thomas B. Moeslund
    ,
    Kamal Nasrollahi
  10. From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models
    CVPR 2025 ·
    Germán Barquero
    ,
    Nadine Bertsch
    ,
    Manojkumar Marramreddy
    ,
    Carlos Chacón
    ,
    Filippo Arcadu
    ,
    Ferran Rigual
    ,
    Nicky Sijia He
    ,
    Cristina Palmero
    , Sergio Escalera,
    Yuting Ye
    ,
    Robin Kips
  11. L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers
    CVPR 2025 ·
    Sofia Casarin
    , Sergio Escalera,
    Oswald Lanz
  12. MANTRA: The Manifold Triangulations Assemblage
    ICLR 2025 ·
    Rubén Ballester
    ,
    Ernst Röell
    ,
    Daniel Bin Schmid
    ,
    Mathieu Alain
    , Sergio Escalera,
    Carles Casacuberta
    ,
    Bastian Rieck
  13. Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU
    CVPR 2025 ·
    Àlex Pujol Vidal
    ,
    Kamal Nasrollahi
    ,
    Thomas B. Moeslund
    , Sergio Escalera
  14. MixerMDM: Learnable Composition of Human Motion Diffusion Models
    CVPR 2025 ·
    Pablo Ruiz-Ponce
    ,
    Germán Barquero
    ,
    Cristina Palmero
    , Sergio Escalera,
    José García Rodríguez
  15. Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection
    AAAI 2025 ·
    Shunxin Chen
    ,
    Ajian Liu
    ,
    Junze Zheng
    ,
    Jun Wan
    ,
    Kailai Peng
    , Sergio Escalera,
    Zhen Lei
  16. NAS Just Once: Neural Architecture Search for Joint Image-Video Recognition
    ICCV 2025 ·
    Sofia Casarin
    , Sergio Escalera,
    Oswald Lanz
  17. REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge
    ACM MM 2025 ·
    Siyang Song
    ,
    Micol Spitale
    ,
    Xiangyu Kong
    ,
    Hengde Zhu
    ,
    Cheng Luo
    ,
    Cristina Palmero
    ,
    Germán Barquero
    , Sergio Escalera,
    Michel F. Valstar
    ,
    Mohamed Daoudi
    ,
    Tobias Baur
    ,
    Fabien Ringeval
    ,
    Andrew Howes
    ,
    Elisabeth André
    ,
    Hatice Gunes
  18. SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization
    WACV 2025 ·
    David Pujol-Perich
    ,
    Albert Clapés
    , Sergio Escalera
  19. Sparse-Dense Side-Tuner for Efficient Video Temporal Grounding
    ICCV 2025 ·
    David Pujol-Perich
    , Sergio Escalera,
    Albert Clapés
  20. UniAttackData+: Unified Physical-Digital Attack Detection+ Challenge
    ICCV 2025 ·
    Hui Ma
    ,
    Ajian Liu
    ,
    Yongze Li
    ,
    Chuanbiao Song
    ,
    Xiao Guo
    ,
    Changtao Miao
    ,
    Wanyi Zhuang
    ,
    Junze Zheng
    ,
    Shunxin Chen
    ,
    Yan Hong
    ,
    Jiabao Guo
    ,
    Jiankang Deng
    ,
    Jun Lan
    ,
    Weiqiang Wang
    ,
    Tao Gong
    ,
    Qi Chu
    , Sergio Escalera,
    Hugo Jair Escalante
    ,
    Xiaoming Liu
    ,
    Zhen Lei
    ,
    Isabelle Guyon
    ,
    Yanyan Liang
    ,
    Jun Wan
  21. YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID
    WACV 2025 ·
    Iñaki Erregue
    ,
    Kamal Nasrollahi
    , Sergio Escalera
  22. A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise?
    CVPR 2024 ·
    Galadrielle Humblot-Renaux
    , Sergio Escalera,
    Thomas B. Moeslund
  23. Agglomerative Token Clustering
    ECCV 2024 ·
    Joakim Bruslund Haurum
    , Sergio Escalera,
    Graham W. Taylor
    ,
    Thomas B. Moeslund
  24. CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing
    CVPR 2024 ·
    Ajian Liu
    ,
    Shuai Xue
    ,
    Jianwen Gan
    ,
    Jun Wan
    ,
    Yanyan Liang
    ,
    Jiankang Deng
    , Sergio Escalera,
    Zhen Lei
  25. FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing
    ACM MM 2024 ·
    Ajian Liu
    ,
    Hui Ma
    ,
    Junze Zheng
    ,
    Haocheng Yuan
    ,
    Xiaoyuan Yu
    ,
    Yanyan Liang
    , Sergio Escalera,
    Jun Wan
    ,
    Zhen Lei
  26. GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts
    CVPR 2024 ·
    Sofia Casarin
    ,
    Oswald Lanz
    , Sergio Escalera
  27. Seamless Human Motion Composition with Blended Positional Encodings
    CVPR 2024 ·
    Germán Barquero
    , Sergio Escalera,
    Cristina Palmero
  28. T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos
    CVPR 2024 ·
    Artur Xarles
    , Sergio Escalera,
    Thomas B. Moeslund
    ,
    Albert Clapés
  29. Unified Physical-Digital Attack Detection Challenge
    CVPR 2024 ·
    Haocheng Yuan
    ,
    Ajian Liu
    ,
    Junze Zheng
    ,
    Jun Wan
    ,
    Jiankang Deng
    , Sergio Escalera,
    Hugo Jair Escalante
    ,
    Isabelle Guyon
    ,
    Zhen Lei
  30. Unified Physical-Digital Face Attack Detection
    IJCAI 2024 ·
    Hao Fang
    ,
    Ajian Liu
    ,
    Haocheng Yuan
    ,
    Junze Zheng
    ,
    Dingheng Zeng
    ,
    Yanhong Liu
    ,
    Jiankang Deng
    , Sergio Escalera,
    Xiaoming Liu
    ,
    Jun Wan
    ,
    Zhen Lei
  31. Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion
    CVPR 2024 ·
    Sofia Casarin
    ,
    Cynthia Ifeyinwa Ugwu
    , Sergio Escalera,
    Oswald Lanz
  32. in2IN: Leveraging individual Information to Generate Human INteractions
    CVPR 2024 ·
    Pablo Ruiz-Ponce
    ,
    Germán Barquero
    ,
    Cristina Palmero
    , Sergio Escalera,
    José García Rodríguez