DiffHDR: Re-Exposing LDR Videos with Video Diffusion Models
ECCV, 2026 | LDR-to-HDR as generative radiance inpainting in video diffusion latent space.
Arxiv
Accelerating Video Quality Control at Netflix with Pixel Error Detection
Netflix TechBlog, 2025 | A full-resolution neural network and synthetic data pipeline to spot hot pixels.
Netflix TechBlog • Patent: US20260065628A1 / US20260065452A1 / US20260065436A1
Applied Research Projects at Apple
Apple, 2020 - 2024 | Representative research areas described at a high level due to company confidentiality:
- Novel loss functions tailored to computer vision tasks with special requirements.
- Efficient neural network architectures for on-device inference.
- Low level vision models for computational photography.
SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems
ECCV, 2020 | Fixed-topology neural networks having partially frozen weights.
Arxiv /
Springer /
PDF /
Video • Patent: US11868892B2 / US11880763B2
A Machine Learning Imaging Core using Separable FIR-IIR Filters
ArXiv, 2020 | Fixed-function neural network hardware for efficient image processing.
Arxiv /
PDF /
Video • Patent: US20200074691A1
Eye Contact Correction using Deep Neural Networks
WACV, 2020 | Restores eye contact during video calls by warping and tuning the eyes.
Arxiv /
PDF /
Video • Press coverage: Fortune /
TechXplore • Patent: US11699217B2 / US11625559B2
Seeing Through the Clouds With DeepWaterMap
Geoscience and Remote Sensing Letters, 2019
State-of-the-art convolutional neural network for pixel-wise water segmentation.
IEEEXplore /
PDF /
Code
VisionISP: an Image Processing Pipeline for Computer Vision Applications
ICIP, 2019 | An imaging pipeline that consists of trainable blocks.
IEEEXplore /
Arxiv /
PDF /
Video • Patent: US11409986B2
Learning a River Network Extractor Using an Adaptive Loss Function
Geoscience and Remote Sensing Letters, 2018
A deep neural network that detects river centerlines on satellite imagery.
IEEEXplore /
PDF /
Code
Landmark Recognition on Moto X4 Smart Camera
Motorola Mobility, 2017 | A camera feature that detects points of interest in pictures.
Press coverage: Qualcomm Blog /
Android Headlines
Surface Water Mapping by Deep Learning
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017
Pioneering deep learning model to segment water on multispectral images.
IEEEXplore /
PDF /
Code
RivaMap: An Automated River Analysis and Mapping Engine
Remote Sensing of Environment, 2017
Processes Landsat images, delineates rivers, and estimates their width.
ScienceDirect /
PDF /
Code • Media coverage: UT News
A New Database and Protocol for Image Reuse Detection
ECCV Workshop on Computer Vision for Art Analysis, 2016
Proposes a new dataset and a baseline method for detecting artworks that share common elements.
Springer /
PDF
Check out my Google Scholar profile for more: Google Scholar