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Samar Khanna
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SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
Y Cong, S Khanna, C Meng, P Liu, E Rozi, Y He, M Burke, DB Lobell, ...
Advances in Neural Information Processing Systems 2022, 2022
1092022
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
R Manvi, S Khanna, G Mai, M Burke, D Lobell, S Ermon
The Twelfth International Conference on Learning Representations, 2023
152023
DiffusionSat: A Generative Foundation Model for Satellite Imagery
S Khanna, P Liu, L Zhou, C Meng, R Rombach, M Burke, D Lobell, ...
The Twelfth International Conference on Learning Representations, 2023
112023
Large Language Models are Geographically Biased
R Manvi, S Khanna, M Burke, D Lobell, S Ermon
arXiv preprint arXiv:2402.02680, 2024
72024
Denoising Diffusion Bridge Models
L Zhou, A Lou, S Khanna, S Ermon
The Twelfth International Conference on Learning Representations, 2023
52023
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting
R Schaeffer, K Pistunova, S Khanna, S Consul, S Koyejo
ICML 2023 Workshop on Knowledge and Logical Reasoning in the Era of Data …, 2023
12023
Differentiable Weight Masks for Domain Transfer
S Khanna, S Vaidyanath, A Velu
ICCV 2023 Workshop on Out of Distribution Generalization in Computer Vision, 2023
2023
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification
S Khanna, B Wallace, K Bala, B Hariharan
arXiv preprint arXiv:2204.07030, 2022
2022
ME-MAML!: Multi-Label, Expert-Aided Meta-Learning for Chest X-ray Diagnosis
M Hwang, S Khanna, T Sun
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Articles 1–9