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Kyle Sargent's Projects

adelaidepth icon adelaidepth

This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.

autogan icon autogan

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

autograd icon autograd

Efficiently computes derivatives of numpy code.

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

colf icon colf

Compositional Object Light Fields code

datacomp icon datacomp

DataComp: In search of the next generation of multimodal datasets

ivid icon ivid

PyTorch implementation of the ICCV paper "3D-aware Image Generation using 2D Diffusion Models"

mamba.py icon mamba.py

A simple and efficient Mamba implementation in PyTorch and MLX.

marigold icon marigold

Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

mintnet icon mintnet

MintNet: Building Invertible Neural Networks with Masked Convolutions

motionctrl icon motionctrl

MotionCtrl: A Unified and Flexible Motion Controller for Video Generation

multinerf icon multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

ncsn icon ncsn

Noise Conditional Score Networks

objaverse-xl icon objaverse-xl

🪐 Objaverse-XL is a Universe of 10M+ 3D Objects. Contains API Scripts for Downloading and Processing!

particle-sfm icon particle-sfm

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. ECCV 2022.

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