AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning
What Can Style Transfer and Paintings Do For Model Robustness?
Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision
PLOS One, 2021.
Discovering Underground Maps from Fashion
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering
Field Guide-Inspired Zero-shot Learning
PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Material Editing and Relighting
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