Starred repositories
Zero-Shot Monocular Depth Completion with Guided Diffusion
Visually block harmful text content across the entire web with powerful regex patterns
No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images
[ECCV 2024] Improving 2D Feature Representations by 3D-Aware Fine-Tuning
The MAGSAC algorithm for robust model fitting without using an inlier-outlier threshold
[ICCV 2023] Deep Active Contours for Real-time 6-DoF Object Tracking
Introduction to Machine Learning Systems
optimized screen-space ambient occlusion, cache-aware hbao
[3DV'25] 3D Reconstruction with Spatial Memory
Images to inference with no labeling (use foundation models to train supervised models).
A statically typed programming language for scientific computations with first class support for physical dimensions and units
Efficient vision foundation models for high-resolution generation and perception.
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)
FFCV: Fast Forward Computer Vision (and other ML workloads!)
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
[ECCV 2024] Isomorphic Pruning for Vision Models
ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.
[CVPR 2024] Confronting Ambiguity in 6D Object Pose Estimation via Score-Based Diffusion on SE(3)