Samar Khanna

20 papers A* 7Journal 13
YearRankTypeTitle / Venue / Authors
2025 A* conf
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts.
ICML
Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon
2025 J jnl
Mercury: Ultra-Fast Language Models Based on Diffusion.
CoRR
Samar Khanna, Siddhant Kharbanda, Shufan Li, Harshit Varma, Eric Wang, Sawyer Birnbaum, Ziyang Luo, Yanis Miraoui, Akash Palrecha, Stefano Ermon, Aditya Grover, Volodymyr Kuleshov
2025 J jnl
Squeezed Diffusion Models.
CoRR
Jyotirmai Singh, Samar Khanna, James Burgess
2025 A* conf
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data.
ICLR
Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce Chuyi Chen, Ines Dormoy, Jinyoung Kim, Samar Khanna, Zhuo Zheng, Stefano Ermon
2024 A* conf
Denoising Diffusion Bridge Models.
ICLR
Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon
2024 A* conf
DiffusionSat: A Generative Foundation Model for Satellite Imagery.
ICLR
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
2024 J jnl
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts.
CoRR
Samar Khanna, Medhanie Irgau, David B. Lobell, Stefano Ermon
2024 A* conf
GeoLLM: Extracting Geospatial Knowledge from Large Language Models.
ICLR
Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon
2024 A* conf
Large Language Models are Geographically Biased.
ICML
Rohin Manvi, Samar Khanna, Marshall Burke, David B. Lobell, Stefano Ermon
2024 J jnl
Large Language Models are Geographically Biased.
CoRR
Rohin Manvi, Samar Khanna, Marshall Burke, David B. Lobell, Stefano Ermon
2024 J jnl
SpotNet: An Image Centric, Lidar Anchored Approach To Long Range Perception.
CoRR
Louis Foucard, Samar Khanna, Yi Shi, Chi-Kuei Liu, Quinn Z. Shen, Thuyen Ngo, Zi-Xiang Xia
2024 J jnl
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data.
CoRR
Jeremy Andrew Irvin, Emily Ruoyu Liu, Joyce Chuyi Chen, Ines Dormoy, Jinyoung Kim, Samar Khanna, Zhuo Zheng, Stefano Ermon
2023 J jnl
Denoising Diffusion Bridge Models.
CoRR
Linqi Zhou, Aaron Lou, Samar Khanna, Stefano Ermon
2023 J jnl
Differentiable Weight Masks for Domain Transfer.
CoRR
Samar Khanna, Skanda Vaidyanath, Akash Velu
2023 J jnl
DiffusionSat: A Generative Foundation Model for Satellite Imagery.
CoRR
Samar Khanna, Patrick Liu, Linqi Zhou, Chenlin Meng, Robin Rombach, Marshall Burke, David B. Lobell, Stefano Ermon
2023 J jnl
GeoLLM: Extracting Geospatial Knowledge from Large Language Models.
CoRR
Rohin Manvi, Samar Khanna, Gengchen Mai, Marshall Burke, David B. Lobell, Stefano Ermon
2023 J jnl
Invalid Logic, Equivalent Gains: The Bizarreness of Reasoning in Language Model Prompting.
CoRR
Rylan Schaeffer, Kateryna Pistunova, Samar Khanna, Sarthak Consul, Sanmi Koyejo
2022 J jnl
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification.
CoRR
Samar Khanna, Bram Wallace, Kavita Bala, Bharath Hariharan
2022 A* conf
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery.
NeurIPS
Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon
2022 J jnl
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery.
CoRR
Yezhen Cong, Samar Khanna, Chenlin Meng, Patrick Liu, Erik Rozi, Yutong He, Marshall Burke, David B. Lobell, Stefano Ermon