Dr. Zeeshan Hayder - Senior Research Scientist

News

12/2024 We have one paper accepted to the AAAI Conference on Artificial Intelligence (AAAI 2025).
07/2024 We have one paper accepted to the European Conference on Computer Vision (ECCV 2024).
02/2024 We have two papers accepted to the IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2024).
01/2024 One paper accepted to the Artificial Intelligence Review (Springer).
10/2023 One paper accepted to the Machine Learning and the Physical Sciences Workshop at the NeurIPS (NeurIPS ML4PS 2023).
07/2023 One main paper and a workshop paperaccepted to the International Conference on Computer Vision (ICCV 2023).

Selected Publications (All Publications)

Canonical Shape Projection is All You Need for 3D Few-shot Class Incremental Learning

Authors: Ali Cheraghian, Zeeshan Hayder, Sameeea Ramasinghe, Shafin Rahman, Javad Jafaryahya, Lars Petersson, Mehrtash Harandi

Venue: European Conference on Computer Vision (ECCV) 2024

Paper Poster arXiv Source Code BibTeX

@inproceedings{cheraghian2024canonical,
  title={Canonical Shape Projection is All You Need for 3D Few-shot Class Incremental Learning},
  author={Cheraghian, Ali and Hayder, Zeeshan and Ramasinghe, Sameeea and Rahman, Shafin and Jafaryahya, Javad and Petersson, Lars and Harandi, Mehrtash},
  booktitle={European Conference on Computer Vision},
  year={2024}
}

DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation

Authors: Zeeshan Hayder, Xuming He

Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Paper Supplementary Poster arXiv Source Code BibTeX

@inproceedings{hayder2024dsgg,
  title={DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation},
  author={Hayder, Zeeshan and He, Xuming},
  booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

Backpropagation-free Network for 3D Test-time Adaptation

Authors: Yanshuo Wang, Ali Cheraghian, Zeeshan Hayder, Jie Hong, Sameera Ramasinghe, Shafin Rahman, David Ahmedt-Aristizabal, Xuesong Li, Lars Petersson, Mehrtash Harandi

Venue: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024

Paper Supplementary Poster arXiv Source Code BibTeX

@inproceedings{wang2024backpropagation,
  title={Backpropagation-free Network for 3D Test-time Adaptation},
  author={Wang, Yanshuo and Cheraghian, Ali and Hayder, Zeeshan and Hong, Jie and Ramasinghe, Sameera and Rahman, Shafin and Ahmedt-Aristizabal, David and Li, Xuesong and Petersson, Lars and Harandi, Mehrtash},
  booktitle={IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  year={2024}
}

Topological deep learning: a review of an emerging paradigm

Authors: Ali Zia, Abdelwahed Khamis, James Nichols, Usman Bashir Tayab, Zeeshan Hayder, Vivien Rolland, Eric Stone, Lars Petersson

Venue: Artificial Intelligence Review, Springer 2024

Paper arXiv Source Code BibTeX

@article{zia2024topological,
  title={Topological deep learning: a review of an emerging paradigm},
  author={Zia, Ali and Khamis, Abdelwahed and Nichols, James and Tayab, Usman Bashir and Hayder, Zeeshan and Rolland, Vivien and Stone, Eric and Petersson, Lars},
  journal={Artificial Intelligence Review},
  year={2024},
  publisher={Springer}
}

Hyperbolic Audio-visual Zero-shot Learning

Authors: Jie Hong, Zeeshan Hayder, Junlin Han, Pengfei Fang, Mehrtash Harandi, Lars Petersson

Venue: IEEE/CVF International Conference on Computer Vision (ICCV) 2023

Paper arXiv Source Code BibTeX

@inproceedings{zhou2023hyperavzsl,
  title={Hyperbolic Audio-visual Zero-shot Learning},
  author={Zhou, Jieming and Zhang, Tong and Hayder, Zeeshan and Petersson, Lars and Harandi, Mehrtash},
  booktitle={IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)},
  year={2023}
}

Diff3DHPE: A Diffusion Model for 3D Human Pose Estimation

Authors: Jieming Zhou, Tong Zhang, Zeeshan Hayder, Lars Petersson, Mehrtash Harandi

Venue: IEEE/CVF International Conference on Computer Vision R6D Workshop (ICCVW) 2023

Paper Source Code BibTeX

@inproceedings{zhou2023diff3dhpe,
  title={Diff3DHPE: A Diffusion Model for 3D Human Pose Estimation},
  author={Zhou, Jieming and Zhang, Tong and Hayder, Zeeshan and Petersson, Lars and Harandi, Mehrtash},
  booktitle={IEEE/CVF International Conference on Computer Vision Workshop (ICCVW)},
  year={2023}
}

A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection

Authors: Nikhel Gupta, Zeeshan Hayder, Ray P Norris, Minh Hyunh, Lars Petersson

Venue: NeurIPS, Machine Learning and the Physical Sciences Workshop 2023

Paper arXiv Dataset BibTeX

@inproceedings{gupta2023multimodal,
  title={A Multimodal Dataset and Benchmark for Radio Galaxy and Infrared Host Detection},
  author={Gupta, Nikhel and Hayder, Zeeshan and Norris, Ray P and Hyunh, Minh and Petersson, Lars},
  booktitle={NeurIPS, Machine Learning and the Physical Sciences Workshop},
  year={2023}
}