Siddhartha Gairola
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(2)
Deep Learning
(2)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
feature alignment
(1)
unsupervised learning
(1)
representation learning
(1)
image classification
(1)
semantic segmentation
(1)
vision transformer
(1)
few-shot learning
(1)
image retrieval
(1)
medical imaging
(1)
feature attribution
(1)
medical image analysis
(1)
feature similarity
(1)
deep neural network
(1)
image processing pipeline
(1)
zero-shot transfer
(1)
linear probing
(1)
post-hoc explanation
(1)
model interpretation
(1)
triplet loss
(1)
attribution method
(1)
Papers
Align Once to Explain: Feature Alignment for Scalable B-cosification of Foundational Vision Transformers
CVPR 2026
How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations
ICLR 2025
SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers
WACV 2025
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation
IJCAI 2020
Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks
WACV 2020