Sourav Modak

According to our database, Sourav Modak authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Evaluating model quantization in a GenAI-enhanced weed detection pipeline.

Sourav Modak, Ahmet Oguz Saltik, Anthony Stein

J. Syst. Archit., 2026

2025

Generative AI-based pipeline architecture for increasing training efficiency in intelligent weed control systems.

Sourav Modak, Anthony Stein

J. Syst. Archit., 2025

Improving Lightweight Weed Detection via Knowledge Distillation.

Ahmet Oguz Saltik, Max Voigt, Sourav Modak, Mike Beckworth, Anthony Stein

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Exploring Model Quantization in GenAI-Based Image Inpainting and Detection of Arable Plants.

Sourav Modak, Ahmet Oguz Saltik, Anthony Stein

Proceedings of the Architecture of Computing Systems - 38th International Conference, 2025

2024

Pansharpening Low-Altitude Multispectral Images of Potato Plants Using a Generative Adversarial Network.

Sourav Modak, Jonathan Heil, Anthony Stein

Remote. Sens., March, 2024

Enhancing Weed Detection Performance by Means of GenAI-Based Image Augmentation.

Sourav Modak, Anthony Stein

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Synthesizing Training Data for Intelligent Weed Control Systems Using Generative AI.

Sourav Modak, Anthony Stein

Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024