Horn, Max

1. Topological Autoencoders
   2019/06/03 by Michael Moor, Moor, Michael, Max Horn +5 · 1 voice · 13 citations
   Computer Science · Mathematics · #Algebraic Topology (math.AT) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #math.AT #stat.ML
2. Bridging the Gap to Real-World Object-Centric Learning
   2022/09/29 by Maximilian Seitzer, Max Horn, Seitzer, Maximilian +19 · 20 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
3. Set Functions for Time Series
   2019/09/26 by Horn, Max, Moor, Michael, Bock, Christian +2 · 13 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions
   2021/06/02 by Leslie O’Bray, Max Horn, O'Bray, Leslie +5 · 4 citations
   Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computational and Text Analysis Methods #Data Visualization and Analytics #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
5. Image retrieval outperforms diffusion models on data augmentation
   2023/04/20 by Burg, Max F., Wenzel, Florian, Zietlow, Dominik +4 · 4 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Adaptive Slot Attention: Object Discovery with Dynamic Slot Number
   2024/06/13 by Fan, Ke, Bai, Zechen, Xiao, Tianjun +5 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Assaying Out-Of-Distribution Generalization in Transfer Learning
   2022/07/19 by Wenzel, Florian, Dittadi, Andrea, Gehler, Peter Vincent +9 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
8. Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning
   2023/01/12 by Yuejiang Liu, Liu, Yuejiang, Alexandre Alahi +11 · 2 citations
   Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #Acute Ischemic Stroke Management
9. Object-Centric Multiple Object Tracking
   2023/09/01 by Zixu Zhao, Zhao, Zixu, Jiaze Wang +29 · 2 citations
   Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
10. Unsupervised Open-Vocabulary Object Localization in Videos
    2023/09/18 by Ke Fan, Fan, Ke, Zechen Bai +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
11. Pathologies in priors and inference for Bayesian transformers
    2021/10/08 by Tristan Cinquin, Cinquin, Tristan, Alexander Immer +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms