Khanna, Samar

8 publications

ICML 2025 ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers Under Domain Shifts Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon

ICLR 2025 TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce C. Chen, Ines Dormoy, Jinyoung Kim, Samar Khanna, Zhuo Zheng, Stefano Ermon

ICLR 2024 Denoising Diffusion Bridge Models Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon

ICLR 2024 DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon

ICMLW 2024 ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers Under Domain Shifts Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon

ICLR 2024 GeoLLM: Extracting Geospatial Knowledge from Large Language Models Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon

ICML 2024 Large Language Models Are Geographically Biased Rohin Manvi, Samar Khanna, Marshall Burke, David B. Lobell, Stefano Ermon

NeurIPS 2022 SatMAE: Pre-Training Transformers for Temporal and Multi-Spectral Satellite Imagery Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David Lobell, Stefano Ermon