Girish Varma
6 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Computer Vision
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Learning Types Β· Machine Learning
(2)
Optimization
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
semantic segmentation
(2)
feature alignment
(1)
semi-supervised learning
(1)
domain adaptation
(1)
graph theory
(1)
autonomous driving
(1)
computational complexity
(1)
markov chain monte carlo
(1)
image deblurring
(1)
parametric optimization
(1)
entropy regularization
(1)
normalizing flow
(1)
traffic simulation
(1)
air pollution
(1)
traffic routing
(1)
shortest path problem
(1)
planar graph
(1)
adverse weather
(1)
max flow
(1)
unstructured traffic
(1)
Papers
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows
AISTATS 2025
IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather
WACV 2024
City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC
AAAI 2023
Generalized parametric path problems
UAI 2021
Universal Semi-Supervised Semantic Segmentation
ICCV 2019
Deep Expander Networks: Efficient Deep Networks from Graph Theory
ECCV 2018