Simon-Gabriel, Carl-Johann
- Bridging the Gap to Real-World Object-Centric Learning
2022/09/29 by Maximilian Seitzer, Max Horn, Seitzer, Maximilian +19 · 30 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- AdaGAN: Boosting Generative Models
2017/01/09 by Ilya Tolstikhin, Tolstikhin, Ilya, Sylvain Gelly +7 · 1 voice · 7 citations
Computer Science · Mathematics · #AI in cancer detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #cs.LG #stat.ML
- From optimal transport to generative modeling: the VEGAN cookbook
2017/05/22 by Olivier Bousquet, Sylvain Gelly, Bousquet, Olivier +7 · 10 citations
Engineering · #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Metrizing Weak Convergence with Maximum Mean Discrepancies
2020/06/16 by Carl-Johann Simon-Gabriel, Simon-Gabriel, Carl-Johann, Alessandro Barp +3 · 11 citations
Mathematics · #Mathematical Approximation and Integration #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference
- Object-Centric Multiple Object Tracking
2023/09/01 by Zixu Zhao, Jiaze Wang, Zhao, Zixu +29 · 4 citations
Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
- Targeted Separation and Convergence with Kernel Discrepancies
2022/09/26 by Alessandro Barp, Carl-Johann Simon-Gabriel, Barp, Alessandro +5 · 3 citations
Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Methods and Inference #Statistics Theory (math.ST)
- Assaying Out-Of-Distribution Generalization in Transfer Learning
2022/07/19 by Florian Wenzel, Andrea Dittadi, Wenzel, Florian +21 · 2 citations
Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Unsupervised Open-Vocabulary Object Localization in Videos
2023/09/18 by Ke Fan, Zechen Bai, Fan, Ke +25 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Robust NAS under adversarial training: benchmark, theory, and beyond
2024/03/19 by Yongtao Wu, Fanghui Liu, Wu, Yongtao +7 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)