Ahmed Abbas (PhD Student)

Personal Information

Please visit my homepage https://aabbas90.github.io/.

Publications

2024

  1. Thesis
    D2IMPR-CS
    “Efficient and Differentiable Combinatorial Optimization for Visual Computing,” Universität des Saarlandes, Saarbrücken, 2024.

2023

  1. Conference paper
    D2
    “ClusterFuG: Clustering Fully connected Graphs by Multicut,” in Proceedings of the 40th International Conference on Machine Learning (ICML 2023), Honolulu, Hawaii, USA, 2023.

2022

  1. Conference paper
    D2
    “RAMA: A Rapid Multicut Algorithm on GPU,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 2022.
  2. Conference paper
    D2
    “FastDOG: Fast Discrete Optimization on GPU,” in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), New Orleans, LA, USA, 2022.
  3. Paper
    D2
    “Structured Prediction Problem Archive,” 2022. [Online]. Available: https://arxiv.org/abs/2202.03574.

2021

  1. Conference paper
    D2
    “Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach,” in Advances in Neural Information Processing Systems 34 (NeurIPS 2021), Virtual, 2021.
  2. Paper
    D2
    “FastDOG: Fast Discrete Optimization on GPU,” 2021. [Online]. Available: https://arxiv.org/abs/2111.10270.

2019

  1. Conference paper
    D2
    “Bottleneck Potentials in Markov Random Fields,” in International Conference on Computer Vision (ICCV 2019), Seoul, Korea, 2019.
  2. Paper
    D2
    “Bottleneck Potentials in Markov Random Fields,” 2019. [Online]. Available: http://arxiv.org/abs/1904.08080.

2018

  1. Thesis
    D2
    “Bottleneck Potentials in Markov Random Fields,” Universität des Saarlandes, Saarbrücken, 2018.