Xavier Alameda-Pineda

Best Publications

• Self-Adaptive Matrix Completion for Heart Rate Estimation from Face Videos under Realistic Conditions

  Sergey Tulyakov;Xavier Alameda-Pineda;Elisa Ricci;Lijun Yin

  387
  Citations

• A Comprehensive Analysis of Deep Regression

  Stephane Lathuiliere;Pablo Mesejo;Xavier Alameda-Pineda;Radu Horaud

  357
  Citations

• Dynamical Variational Autoencoders: A Comprehensive Review

  Laurent Girin;Simon Leglaive;Xiaoyu Bie;Julien Diard

  247
  Citations

• How to Train Your Deep Multi-Object Tracker

  Yihong Xu;Aljosa sep;Yutong Ban;Radu Horaud

  212
  Citations

• TransCenter: Transformers With Dense Representations for Multiple-Object Tracking

  Unknown

  212
  Citations

• Self-Supervised Models are Continual Learners

  Unknown

  201
  Citations

• Back to MLP: A Simple Baseline for Human Motion Prediction

  Unknown

  172
  Citations

• SALSA: A Novel Dataset for Multimodal Group Behavior Analysis

  Xavier Alameda-Pineda;Jacopo Staiano;Ramanathan Subramanian;Ligia Batrinca

  161
  Citations

• EM Algorithms for Weighted-Data Clustering with Application to Audio-Visual Scene Analysis

  Israel Dejene Gebru;Xavier Alameda-Pineda;Florence Forbes;Radu Horaud

  150
  Citations

• A geometric approach to sound source localization from time-delay estimates

  Xavier Alameda-Pineda;Radu Horaud

  109
  Citations

• Recognizing Emotions from Abstract Paintings Using Non-Linear Matrix Completion

  Xavier Alameda-Pineda;Elisa Ricci;Yan Yan;Nicu Sebe

  108
  Citations

• Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction

  Dan Xu;Wanli Ouyang;Xavier Alameda-Pineda;Elisa Ricci

  105
  Citations

• Dynamical Variational Autoencoders: A Comprehensive Review

  Laurent Girin;Simon Leglaive;Xiaoyu Bie;Julien Diard

  104
  Citations

• Analyzing Free-standing Conversational Groups: A Multimodal Approach

  Xavier Alameda-Pineda;Yan Yan;Elisa Ricci;Oswald Lanz

  102
  Citations

• Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation

  Unknown

  98
  Citations

• Tracking Multiple Persons Based on a Variational Bayesian Model

  Yutong Ban;Sileye O. Ba;Xavier Alameda-Pineda;Radu Horaud

  85
  Citations

• A Recurrent Variational Autoencoder for Speech Enhancement

  Simon Leglaive;Xavier Alameda-Pineda;Laurent Girin;Radu Horaud

  82
  Citations

• TransCenter: Transformers with Dense Queries for Multiple-Object Tracking

  Yihong Xu;Yutong Ban;Guillaume Delorme;Chuang Gan

  74
  Citations

• Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders

  Mostafa Sadeghi;Simon Leglaive;Xavier Alameda-PIneda;Laurent Girin

  55
  Citations

• Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction

  Dan Xu;Wanli Ouyang;Xavier Alameda-Pineda;Elisa Ricci

  49
  Citations