
Anindya Mondal
Third-year PhD student in Computer Vision and AI at the Surrey Institute for People-Centred AI (CVSSP), University of Surrey.
As a third-year PhD student, my research addresses challenges in representation learning for real-world settings by integrating auxiliary signals across modalities. I develop algorithms for vision–language integration focusing on robust action recognition, object counting, and text-to-image synthesis, with an emphasis on practical solutions for dynamic scene interpretation and generation.
Publications and Preprints
- Under review: Anindya Mondal, Ayan Banerjee, Sauradip Nag, Josep Llàdos, Xiatian Zhu, Anjan Dutta, CountLoop: Iterative Agent Guided High Instance Image Generation. https://mondalanindya.github.io/CountLoop/
- AAAI ’25: Anindya Mondal, Sauradip Nag, Xiatian Zhu, Anjan Dutta, OmniCount: Multi-label Object Counting with Semantic-Geometric Priors. DOI: 10.1609/aaai.v39i18.34151
- ICCVW ’23: Anindya Mondal, Sauradip Nag, Joaquin M Prada, Xiatian Zhu, Anjan Dutta, Actor-agnostic Multi-label Action Recognition with Multi-modal Query. DOI: 10.1109/ICCVW60793.2023.00086
- ICASSP ’23: JAC Correa, JH Giraldo, Anindya Mondal, Time-varying Signals Recovery via Graph Neural Networks. DOI: 10.1109/ICASSP49357.2023.10096168
- EUSIPCO’22: Anindya Mondal, et al., Recovery of Missing Sensor Data by Reconstructing Time-varying Graph Signals. DOI: 10.23919/EUSIPCO55093.2022.9909940
- ICCVW ’21: Anindya Mondal, R Shashant, et al., Moving Object Detection for Event-based Vision using Graph Spectral Clustering. DOI: 10.1109/ICCVW54120.2021.00103
Awards & Recognition
- 2024: AAAI 2025 Conference cum Travel Grant (worth $1200), Philadelphia, USA.
- 2023: ICCV 2023 Conference Grant, Paris, France.
- 2022: University of Surrey Postgraduate Studentship, UK.
- 2022: Uplink Research Internship Award, ACM SIGKDD India Chapter.
Teaching & Peer Review
- 2023 – 2025: Teaching Assistant for Applied Machine Learning (EEEM068), Advanced Topics in Computer Vision and Deep Learning (EEEM071), and UKRI Centre for Doctoral Training (CDT) at the University of Surrey
- 2022 – 2025: Peer reviewer for ICASSP, ICCV, CVPR, ECCV, NeurIPS, ICPR, Transactions on Signal Processing (TSP), Transactions on Signal and Information Processing over Networks (TSIPN).