Kavita Bala
21 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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(10)
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Venues
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Research topics
Computer Vision
(15)
Deep Learning
(11)
Machine Learning
(11)
Analysis
(8)
Domain-Specific
(7)
Learning Types Β· Deep Learning
(7)
Processing
(7)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Data Science & Analytics
(3)
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(3)
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(3)
Applications Β· Data Science & Analytics
(3)
Keywords
convolutional neural network
(5)
remote sensing
(5)
semantic segmentation
(4)
satellite imagery
(4)
unsupervised learning
(3)
style transfer
(2)
image segmentation
(2)
change detection
(2)
feature extraction
(2)
image transformation
(2)
inverse rendering
(2)
image restoration
(2)
benchmark dataset
(2)
domain generalization
(2)
object detection
(1)
interactive learning
(1)
object recognition
(1)
contrastive learning
(1)
visual appearance
(1)
computer vision
(1)
Papers
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery
CVPR 2025
Scale-aware Recognition in Satellite Images under Resource Constraints
ICLR 2025
AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
NeurIPS 2024
Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment
ICLR 2024
Change-Aware Sampling and Contrastive Learning for Satellite Images
CVPR 2023
Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery
NeurIPS 2022
Discovering Underground Maps From Fashion
WACV 2022
Field-Guide-Inspired Zero-Shot Learning
ICCV 2021
PhySG: Inverse Rendering With Spherical Gaussians for Physics-Based Material Editing and Relighting
CVPR 2021
PiCIE: Unsupervised Semantic Segmentation Using Invariance and Equivariance in Clustering
CVPR 2021
What Can Style Transfer and Paintings Do for Model Robustness?
CVPR 2021
Block Annotation: Better Image Annotation With Sub-Image Decomposition
ICCV 2019
GeoStyle: Discovering Fashion Trends and Events
ICCV 2019
Deep Feature Interpolation for Image Content Changes
CVPR 2017
Deep Photo Style Transfer
CVPR 2017
Shading Annotations in the Wild
CVPR 2017
Inside-Outside Net: Detecting Objects in Context With Skip Pooling and Recurrent Neural Networks
CVPR 2016
Learning Visual Clothing Style With Heterogeneous Dyadic Co-Occurrences
ICCV 2015
Material Recognition in the Wild With the Materials in Context Database
CVPR 2015
On the Appearance of Translucent Edges
CVPR 2015
Photometric Ambient Occlusion
CVPR 2013