Anindya Mondal

PhD student in Computer Vision and AI at the Surrey Institute for People-Centred AI (CVSSP), University of Surrey.

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

CountLoop: Iterative Agent Guided High Instance Image Generation

Anindya Mondal, Ayan Banerjee, Sauradip Nag, Josep Llàdos, Xiatian Zhu, Anjan Dutta

Under review

PDF Project Page

OmniCount: Multi-label Object Counting with Semantic-Geometric Priors

Anindya Mondal, Sauradip Nag, Xiatian Zhu, Anjan Dutta

AAAI ’25

DOI Project Page

Actor-agnostic Action Recognition thumbnail

Actor-agnostic Multi-label Action Recognition with Multi-modal Query

Anindya Mondal, Sauradip Nag, Joaquin M. Prada, Xiatian Zhu, Anjan Dutta

ICCVW ’23

DOI Code

Time-varying Signals Recovery via Graph Neural Networks

JAC Correa, JH Giraldo, Anindya Mondal et al.

ICASSP ’23

DOI

Recovery of Missing Sensor Data thumbnail

Recovery of Missing Sensor Data by Reconstructing Time-varying Graph Signals

Anindya Mondal et al.

EUSIPCO ’22

DOI Code

Moving Object Detection for Event-based Vision using Graph Spectral Clustering

Anindya Mondal, R. Shashant et al.

ICCVW ’21

DOI Code

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).