Samar Khanna

7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

ICLR (4) ICML (2) NIPS (1)

Top co-authors

Stefano Ermon (7) Marshall Burke (4) David B. Lobell (4) Rohin Manvi (2) Patrick Liu (2) Chenlin Meng (2) Linqi Zhou (2) Gengchen Mai (1) Aaron Lou (1) Medhanie Irgau (1)

Keywords

temporal modeling (1) multi-spectral imaging (1) masked autoencoder (1) satellite imagery (1) land cover classification (1)

Papers

TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data ICLR 2025

ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts ICML 2025

Denoising Diffusion Bridge Models ICLR 2024

Large Language Models are Geographically Biased ICML 2024

GeoLLM: Extracting Geospatial Knowledge from Large Language Models ICLR 2024

DiffusionSat: A Generative Foundation Model for Satellite Imagery ICLR 2024

SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery NIPS 2022