Samar Khanna

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 14

Top Topics

Language Modelling

Satellite Imagery

Top Venues

Publications

Louis Foucard, Samar Khanna, Yi Shi, Chi-Kuei Liu, Quinn Z. Shen, Thuyen Ngo, Zi-Xiang Xia
SpotNet: An Image Centric, Lidar Anchored Approach To Long Range Perception. CoRR (2024)
Rohin Manvi, Samar Khanna, Marshall Burke, David B. Lobell, Stefano Ermon
Large Language Models are Geographically Biased. CoRR (2024)
Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon
Denoising Diffusion Bridge Models. ICLR (2024)
Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon
GeoLLM: Extracting Geospatial Knowledge from Large Language Models. ICLR (2024)
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
DiffusionSat: A Generative Foundation Model for Satellite Imagery. ICLR (2024)
Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts. CoRR (2024)
Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon
Denoising Diffusion Bridge Models. CoRR (2023)
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
DiffusionSat: A Generative Foundation Model for Satellite Imagery. CoRR (2023)
Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon
GeoLLM: Extracting Geospatial Knowledge from Large Language Models. CoRR (2023)
Samar Khanna, Skanda Vaidyanath, Akash Velu
Differentiable Weight Masks for Domain Transfer. CoRR (2023)
Rylan Schaeffer, Kateryna Pistunova, Samar Khanna, Sarthak Consul, Sanmi Koyejo
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting. CoRR (2023)
Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. CoRR (2022)
Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery. NeurIPS (2022)
Samar Khanna, Bram Wallace, Kavita Bala, Bharath Hariharan
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification. CoRR (2022)