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6dgs

Code of the paper: 6DGS: 6D Pose Estimation from a Single Image and a 3D Gaussian Splatting Model

animatediff

Official implementation of AnimateDiff.

controlvideo

[ICLR 2024] Official pytorch implementation of "ControlVideo: Training-free Controllable Text-to-Video Generation"

dsac

Code for DSAC (Differentiable RANSAC) for Camera Localization, CVPR 17

esac

ESAC - Expert Sample Consensus Applied To Camera Re-Localization

gan_stability

Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"

gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

gaussian-wild

Official implementation of the paper "Gaussian in the Wild: 3D Gaussian Splatting for Unconstrained Image Collections"

giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

graf

Official code release for "GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis"

gram

GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation (CVPR 2022 Oral)

kd-pytorch

PyTorch implementation of "Distilling the Knowledge in a Neural Network"

lessmore

Learning Less is More - 6D Camera Localization via 3D Surface Regression

mars

MARS: An Instance-aware, Modular and Realistic Simulator for Autonomous Driving

mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

nerfmm

(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters

nerfw

neumap

NeuMap: Neural Coordinate Mapping by Auto-Transdecoder for Camera Localization, CVPR2023

pytorch-be-your-own-teacher

A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', https://arxiv.org/abs/1905.08094

pytorch-ewc

Unofficial PyTorch implementation of DeepMind's PNAS 2017 paper "Overcoming Catastrophic Forgetting"

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

video-long-term-feature-banks

Long-Term Feature Banks for Detailed Video Understanding

video_features

Extract video features from raw videos using multiple GPUs. We support RAFT and PWC flow frames as well as I3D, R(2+1)D, VGGish, ResNet features.