What is she best known for?
The fields of study Kavita Bala is best known for:
- Computer graphics (images)
- Monte Carlo method
- Perception
Her work on Composite material is being expanded to include thematically relevant topics such as Fiber and Range (aeronautics).
Her Range (aeronautics) study frequently links to other fields, such as Composite material.
Her Geometry study frequently intersects with other fields, such as Product (mathematics) and Point (geometry).
The study of Product (mathematics) is intertwined with the study of Geometry in a number of ways.
Kavita Bala links relevant research areas such as Fidelity and Frame (networking) in the realm of Telecommunications.
In her works, she performs multidisciplinary study on Frame (networking) and Telecommunications.
Kavita Bala regularly ties together related areas like Similarity (geometry) in her Artificial intelligence studies.
Similarity (geometry) is closely attributed to Image (mathematics) in her research.
Many of her studies on Image (mathematics) involve topics that are commonly interrelated, such as Human visual system model.
Her most cited work include:
- Learning visual similarity for product design with convolutional neural networks (352 citations)
- Intrinsic images in the wild (308 citations)
- Lightcuts (243 citations)
What are the main themes of her work throughout her whole career to date
Her Artificial intelligence study frequently intersects with other fields, such as Pattern recognition (psychology).
Her work often combines Rendering (computer graphics) and Global illumination studies.
Kavita Bala integrates many fields, such as Global illumination and Rendering (computer graphics), in her works.
She undertakes multidisciplinary investigations into Computer graphics (images) and Computer graphics in her work.
Her work blends Computer vision and Pixel studies together.
Kavita Bala incorporates Pixel and Computer graphics (images) in her studies.
Her Computer vision research extends to Image (mathematics), which is thematically connected.
Kavita Bala performs multidisciplinary study on Algorithm and Artificial intelligence in her works.
Kavita Bala performs integrative Optics and Scattering research in her work.
Kavita Bala most often published in these fields:
- Artificial intelligence (80.65%)
- Rendering (computer graphics) (51.61%)
- Computer graphics (images) (50.00%)
What were the highlights of her more recent work (between 2017-2021)?
- Artificial intelligence (85.71%)
- Computer graphics (images) (42.86%)
- Rendering (computer graphics) (42.86%)
In recent works Kavita Bala was focusing on the following fields of study:
Her research investigates the link between Painting and topics such as Visual arts that cross with problems in Typography.
Typography is closely attributed to Visual arts in her work.
Her work on Neuroscience as part of general Perception research is frequently linked to Biological system, thereby connecting diverse disciplines of science.
Kavita Bala merges Neuroscience with Perception in her study.
Her Mathematical analysis study frequently involves adjacent topics like Differentiable function and Inverse problem.
Kavita Bala regularly links together related areas like Mathematical analysis in her Inverse problem studies.
Abstraction is integrated with Painting and Epistemology in her research.
She carries out multidisciplinary research, doing studies in Epistemology and Abstraction.
Kavita Bala integrates Artificial intelligence and Human–computer interaction in her studies.
Between 2017 and 2021, her most popular works were:
- Advanced Global Illumination (100 citations)
- Deep Painterly Harmonization (38 citations)
- Unified Shape and SVBRDF Recovery using Differentiable Monte Carlo Rendering (15 citations)
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