← Authors

Xavier Alameda-Pineda

19 papers · 2016–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (53) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (94) πŸ’Ž Century Club (19) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

CVPR (10) ECCV (3) INTERSPEECH (2) WACV (2) IJCAI (1) NIPS (1)

Top co-authors

Elisa Ricci (7) Nicu Sebe (5) Francesc Moreno-Noguer (4) Simon Leglaive (4) Dan Xu (3) Wen Guo (3) Yihong Xu (3) Yan Yan (3) Hanyu Xuan (2) Radu Horaud (2)

Keywords

self-supervised learning (3) generative model (2) recurrent neural network (2) deep learning (2) image classification (2) human motion prediction (2) continual learning (1) contrastive learning (1) sequence modeling (1) sound source localization (1) object detection (1) video generation (1) transductive learning (1) attention mechanism (1) 3d reconstruction (1) audio-visual learning (1) multi-label classification (1) computer vision (1) motion forecasting (1) emotion recognition (1)

Papers

MEGA: Masked Generative Autoencoder for Human Mesh Recovery CVPR 2025
Lost and Found: Overcoming Detector Failures in Online Multi-Object Tracking ECCV 2024
VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space ECCV 2024
Back to MLP: A Simple Baseline for Human Motion Prediction WACV 2023
Semi-Supervised Learning Made Simple With Self-Supervised Clustering CVPR 2023
Unsupervised speech enhancement with deep dynamical generative speech and noise models INTERSPEECH 2023
Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022
A Proposal-Based Paradigm for Self-Supervised Sound Source Localization in Videos CVPR 2022
Multi-Person Extreme Motion Prediction CVPR 2022
Self-Supervised Models Are Continual Learners CVPR 2022
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation WACV 2021
A Benchmark of Dynamical Variational Autoencoders Applied to Speech Spectrogram Modeling INTERSPEECH 2021
How to Train Your Deep Multi-Object Tracker CVPR 2020
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model ECCV 2018
Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018
Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction NIPS 2017
Viraliency: Pooling Local Virality CVPR 2017
Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016
Recognizing Emotions From Abstract Paintings Using Non-Linear Matrix Completion CVPR 2016