Samar Khanna
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Domain-Specific
(2)
Generation · Computer Vision
(2)
Models
(2)
Resources & Methods
(2)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
satellite imagery
(3)
multispectral imaging
(2)
diffusion model
(2)
domain adaptation
(1)
change detection
(1)
unsupervised pretraining
(1)
scene classification
(1)
knowledge extraction
(1)
visual question answering
(1)
optimal transport
(1)
temporal reasoning
(1)
flow matching
(1)
image-to-image translation
(1)
remote sensing
(1)
earth observation
(1)
score matching
(1)
generative model
(1)
vision-language model
(1)
linear probing
(1)
masked autoencoder
(1)
Papers
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts
ICML 2025
TEOChat: A Large Vision-Language Assistant for Temporal Earth Observation Data
ICLR 2025
Denoising Diffusion Bridge Models
ICLR 2024
DiffusionSat: A Generative Foundation Model for Satellite Imagery
ICLR 2024
GeoLLM: Extracting Geospatial Knowledge from Large Language Models
ICLR 2024
Large Language Models are Geographically Biased
ICML 2024
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
NeurIPS 2022