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Cornell Graphics and Vision Group

Author: Kavita Bala

AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning

IROS 2021

What Can Style Transfer and Paintings Do For Model Robustness?

CVPR 2021

Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision

PLOS One, 2021.

Discovering Underground Maps from Fashion

WACV 2022

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering

CVPR 2021

Field Guide-Inspired Zero-shot Learning

ICCV 2021

PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting

CVPR 2021

Insights From A Large-Scale Database of Material Depictions In Paintings

International Workshop on Fine Art Pattern Extraction and Recognition, ICPR 2020

DeepSemanticHPPC: Hypothesis-based Planning over Uncertain Semantic Point Clouds

ICRA 2020; First three authors contributed equally (random order).

Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition

ICCV 2019