Marks, Markus

1. SAM 3: Segment Anything with Concepts
   2025/11/20 by Nicolas Carion, Carion, Nicolas, Laura Gustafson +73 · 49 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. A Foundation Model for Cell Segmentation
   2023/11/18 by Uriah Israel, Markus Marks, Israel, Uriah +25 · 8 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #FOS: Biological sciences #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics
3. Text-image Alignment for Diffusion-based Perception
   2023/09/29 by Neehar Kondapaneni, Kondapaneni, Neehar, Markus Marks +7 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
4. MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior
   2022/07/21 by Sun, Jennifer J., Marks, Markus, Ulmer, Andrew +20 · 4 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
5. A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
   2024/07/16 by Markus Marks, Marks, Markus, Manuel Knott +11 · 4 citations
   Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation
6. Probing the Mid-level Vision Capabilities of Self-Supervised Learning
   2024/11/25 by Xuweiyi Chen, Markus Marks, Chen, Xuweiyi +3 · 2 citations
   Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Online and Blended Learning
7. SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance
   2025/03/31 by Stathatos, Suzanne, Hobley, Michael, Perona, Pietro +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences