← Authors

Laura Leal-Taixé

58 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🗺️ Taxonomy Completionist (91) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (29) 🤝 Dynamic Duo (17) 🔬 Deep Specialist (10) 🏆 Keyword Champion (8) 🔥 Unstoppable (9) 🚀 Conference Pioneer ⚡ Prolific Year (10) 🗃️ Keyword Collector (235) ❓ The Questioner (4) 💎 Century Club (58) 📈 Trend Setter

Conferences

CVPR (29) ICCV (10) ECCV (9) NIPS (5) ICML (2) CORL (1) L4DC (1) WACV (1)

Top co-authors

Aljosa Osep (17) Daniel Cremers (10) Qunjie Zhou (8) Tim Meinhardt (8) Guillem Braso (8) Ismail Elezi (7) Maxim Maximov (6) Aysim Toker (6) Marvin Eisenberger (5) Deva Ramanan (5)

Keywords

multi-object tracking (8) object detection (8) semantic segmentation (6) attention mechanism (5) image retrieval (4) 3d vision (4) video object segmentation (4) satellite imagery (4) convolutional neural network (3) visual localization (3) generative adversarial network (3) graph neural network (3) autonomous driving (2) feature matching (2) point cloud (2) semi-supervised learning (2) unsupervised learning (2) data augmentation (2) trajectory prediction (2) active learning (2)

Papers

MATCHA: Towards Matching Anything CVPR 2025
Zero-Shot 4D Lidar Panoptic Segmentation CVPR 2025
Light3R-SfM: Towards Feed-forward Structure-from-Motion CVPR 2025
Towards Learning to Complete Anything in Lidar ICML 2025
Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025
SPAMming Labels: Efficient Annotations for the Trackers of Tomorrow ECCV 2024
SeMoLi: What Moves Together Belongs Together CVPR 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation ECCV 2024
Better Call SAL: Towards Learning to Segment Anything in Lidar ECCV 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation CVPR 2024
The Nerfect Match: Exploring NeRF Features for Visual Localization ECCV 2024
Soft Augmentation for Image Classification CVPR 2023
Simple Cues Lead to a Strong Multi-Object Tracker CVPR 2023
Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation ICCV 2023
G-MSM: Unsupervised Multi-Shape Matching With Graph-Based Affinity Priors CVPR 2023
Unifying Short and Long-Term Tracking With Graph Hierarchies CVPR 2023
Quo Vadis: Is Trajectory Forecasting the Key Towards Long-Term Multi-Object Tracking? NIPS 2022
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes NIPS 2022
Learning to Discover and Detect Objects NIPS 2022
Opening Up Open World Tracking CVPR 2022
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation CVPR 2022
A Unified Framework for Implicit Sinkhorn Differentiation CVPR 2022
Not All Labels Are Equal: Rationalizing the Labeling Costs for Training Object Detection CVPR 2022
Text2Pos: Text-to-Point-Cloud Cross-Modal Localization CVPR 2022
Forecasting From LiDAR via Future Object Detection CVPR 2022
TrackFormer: Multi-Object Tracking With Transformers CVPR 2022
Is Geometry Enough for Matching in Visual Localization? ECCV 2022
PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking? ECCV 2022
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction ICCV 2021
Patch2Pix: Epipolar-Guided Pixel-Level Correspondences CVPR 2021
4D Panoptic LiDAR Segmentation CVPR 2021
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization CVPR 2021
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation ICCV 2021
(Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021
MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking? ICCV 2021
Learning Intra-Batch Connections for Deep Metric Learning ICML 2021
Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020
The Group Loss for Deep Metric Learning ECCV 2020
HistoNet: Predicting size histograms of object instances WACV 2020
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos ECCV 2020
Learning a Neural Solver for Multiple Object Tracking CVPR 2020
CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks CVPR 2020
How to Train Your Deep Multi-Object Tracker CVPR 2020
Planning from Images with Deep Latent Gaussian Process Dynamics L4DC 2020
Deep Shells: Unsupervised Shape Correspondence with Optimal Transport NIPS 2020
Make One-Shot Video Object Segmentation Efficient Again NIPS 2020
Deep Appearance Maps ICCV 2019
Understanding the Limitations of CNN-Based Absolute Camera Pose Regression CVPR 2019
Tracking Without Bells and Whistles ICCV 2019
Lifting Layers: Analysis and Applications ECCV 2018
Modular Vehicle Control for Transferring Semantic Information Between Weather Conditions Using GANs CORL 2018
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018
Image-Based Localization Using LSTMs for Structured Feature Correlation ICCV 2017
One-Shot Video Object Segmentation CVPR 2017
Joint Tracking and Segmentation of Multiple Targets CVPR 2015
Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors ICCV 2015
Learning an Image-based Motion Context for Multiple People Tracking CVPR 2014
Class Generative Models Based on Feature Regression for Pose Estimation of Object Categories CVPR 2013