Dr. Zeeshan Hayder - Research Scientist
Dr. Zeeshan Hayder

Dr. Zeeshan Hayder

Senior Research Scientist

I am a Senior Research Scientist in the Imaging and Computer Vision Group (ICVG) at Data61/CSIRO, as well as an Honorary Lecturer in the College of Engineering, Computing and Cybernetics (CECC) at ANU. My expertise lies in Computer Vision and Machine Learning, with research interests focusing on vision-language models, generative AI, scene graph generation, and algorithms for scene understanding, including object detection, semantic segmentation, pose estimation, tracking, and action localization. I am also deeply involved in representation learning, particularly through self-supervised, weakly-supervised, and incremental learning approaches.

Email: {firstname}.{lastname}@csiro.au / {firstname}.{lastname}@anu.edu.au
Phone: +61 2 6218 3719
Office: CSIRO Data61, Building 801, Clunies Ross St, Acton ACT 2601, Australia

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Selected Publications (All Publications)

Canonical Shape Projection

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

Dense Scene Graph Generation

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

Backpropagation-free Network

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

Topological deep learning

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

Hyperbolic Audio-visual Zero-shot Learning

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

Diffusion Model for 3D Human Pose

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

Multimodal Dataset and Benchmark for Radio Galaxy

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