Tavenard, Romain
- Optimal Transport for structured data with application on graphs
2018/05/23 by Titouan Vayer, Vayer, Titouan, Laëtitia Chapel +7 · 38 citations
Computer Science · #Complexity and Algorithms in Graphs #Optimization and Search Problems
- Searching in one billion vectors: re-rank with source coding
2011/02/18 by Hervé Jeǵou, Romain Tavenard, Jégou, Hervé +5 · 20 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Video Analysis and Summarization
- Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties
2018/11/07 by Titouan Vayer, Vayer, Titouan, Rémi Flamary +6 · 25 citations
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Medical Image Segmentation Techniques
- Sliced Gromov-Wasserstein
2019/05/24 by Titouan Vayer, Rémi Flamary, Vayer, Titouan +7 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Medical Image Segmentation Techniques #Advanced Neural Network Applications
- End-to-End Learned Early Classification of Time Series for In-Season Crop Type Mapping
2019/01/30 by Marc Rußwurm, Nicolas Courty, Rußwurm, Marc +8 · 3 citations
Agricultural and Biological Sciences · Computer Science · Decision Sciences · Economics, Econometrics and Finance · Environmental Science · #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote Sensing in Agriculture #Smart Agriculture and AI #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Differentiable Generalized Sliced Wasserstein Plans
2025/05/28 by Laetitia Chapel, Laëtitia Chapel, Chapel, Laetitia +4 · 1 voice · 4 citations
Physics and Astronomy · Mathematics · #Nonlinear Waves and Solitons #Advanced Algebra and Geometry
- Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization
2019/06/03 by Yichang Wang, Wang, Yichang, Rémi Emonet +11 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
- Time Series Alignment with Global Invariances
2020/02/10 by Vayer, Titouan, Tavenard, Romain, Chapel, Laetitia +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment
2023/08/24 by Painblanc, François, Chapel, Laetitia, Courty, Nicolas +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)