Depanshu Sani

According to our database, Depanshu Sani authored at least 10 papers between 2022 and 2026.

Collaborative distances:

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

2026

MAgSeg: Segmentation of Agricultural Landscapes in High-Resolution Satellite Imagery using Multimodal Large Language Models.

Piyush Tiwary, Utkarsh Ahuja, Depanshu Sani, Aishwarya Jayagopal, Sagar Gubbi, Subhashini Venugopalan, Alok Talekar, Vaibhav Rajan

CoRR, May, 2026

Active Learning for Animal Re-Identification with Ambiguity-Aware Sampling.

Depanshu Sani, Mehar Khurana, Saket Anand

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Exploiting Graph-Based Structural Priors for Visual Recognition.

Depanshu Sani

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Learning and Evaluating Hierarchical Feature Representations.

Depanshu Sani, Saket Anand

CoRR, March, 2025

2024

Graph-Based Multi-Modal Sensor Fusion for Autonomous Driving.

Depanshu Sani, Saket Anand

CoRR, 2024

SICKLE: A Multi-Sensor Satellite Imagery Dataset Annotated with Multiple Key Cropping Parameters.

Depanshu Sani, Sandeep Mahato, Sourabh Saini, Harsh Kumar Agarwal, Charu Chandra Devshali, Saket Anand, Gaurav Arora, Thiagarajan Jayaraman

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Sensor-Agnostic Graph-Aware Kalman Filter for Multi-Modal Multi-Object Tracking.

Depanshu Sani, Anirudh Iyer, Prakhar Rai, Saket Anand, Anuj Srivastava, Kaushik Kalyanaraman

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2022

High-Resolution Satellite Imagery for Modeling the Impact of Aridification on Crop Production.

Depanshu Sani, Sandeep Mahato, Parichya Sirohi, Saket Anand, Gaurav Arora, Charu Chandra Devshali, Thiagarajan Jayaraman, Harsh Kumar Agarwal

CoRR, 2022

Crop Type Identification for Smallholding Farms: Analyzing Spatial, Temporal and Spectral Resolutions in Satellite Imagery.

Depanshu Sani, Sandeep Mahato, Parichya Sirohi, Saket Anand, Gaurav Arora, Charu Chandra Devshali, Thiagarajan Jayaraman

CoRR, 2022

Learning Hierarchy Aware Features for Reducing Mistake Severity.

Ashima Garg, Depanshu Sani, Saket Anand

Proceedings of the Computer Vision, 2022