Xavier Giró-i-Nieto

17 papers · 2016–2024 · 10 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (41) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🧭 Keyword Pioneer 🏆 Grand Slam 📈 Trend Setter 💎 Century Club · Bronze 🚀 Conference Pioneer 🔥 Unstoppable · Bronze 🌈 Renaissance Researcher (6) 🗃️ Keyword Collector (82)

Venues

CVPR (5) NeurIPS (3) ICCV (2) AAAI (1) ECCV (1) EMNLP (1) ICLR (1) ICML (1) MIDL (1) WACV (1)

Top co-authors

Jordi Torres (4) Víctor Campos (2) Konstantin Schürholt (2) Francesc Moreno-Noguer (2) Jaime Garcia (2) Kevin McGuinness (2) Boris Knyazev (2) Gil Triginer (2) Junting Pan (2) Daniel Mas Montserrat (2)

Research topics

Deep Learning (13) Machine Learning (12) Architectures (9) Computer Vision (6) Core Methods (6) Learning Types · Deep Learning (5) Artificial Intelligence (4) Analysis (4) Application Areas (4) Learning Types · Machine Learning (4) Core AI · Artificial Intelligence (3) Natural Language Processing (2) Core AI · Computer Vision (2) Models (2) Processing (2)

Keywords

attention mechanism (2) multimodal learning (2) representation learning (2) convolutional neural network (2) 3d reconstruction (2) domain adaptation (2) recurrent neural network (2) neural network (2) model zoo (2) self-supervised learning (1) pose estimation (1) sequence modeling (1) unsupervised learning (1) medical imaging (1) transfer learning (1) video understanding (1) few-shot learning (1) image captioning (1) adversarial learning (1) data augmentation (1)

Papers

HyperFast: Instant Classification for Tabular Data AAAI 2024 Adversarial Learning for Feature Shift Detection and Correction NeurIPS 2023 SIRA: Relightable Avatars From a Single Image WACV 2023 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights NeurIPS 2022 Model Zoos: A Dataset of Diverse Populations of Neural Network Models NeurIPS 2022 Sign Language Video Retrieval With Free-Form Textual Queries CVPR 2022 Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 EMNLP 2022 H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction ICCV 2021 How2Sign: A Large-Scale Multimodal Dataset for Continuous American Sign Language CVPR 2021 Seasonal Contrast: Unsupervised Pre-Training From Uncurated Remote Sensing Data ICCV 2021 Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills ICML 2020 Assessing Knee OA Severity with CNN attention-based end-to-end architectures MIDL 2019 Inverse Cooking: Recipe Generation From Food Images CVPR 2019 RVOS: End-To-End Recurrent Network for Video Object Segmentation CVPR 2019 Online Detection of Action Start in Untrimmed, Streaming Videos ECCV 2018 Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks ICLR 2018 Shallow and Deep Convolutional Networks for Saliency Prediction CVPR 2016