MultiPath
I am Machine Learning Researcher interested in Natural Language Processing, Generative Models and Deep Learning.
AppleNew York
Pinned Repositories
NSVF
Open source code for the paper of Neural Sparse Voxel Fields.
StyleNeRF
This is the open source implementation of the ICLR2022 paper "StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis"
CopyNet
incorporating copying mechanism in sequence-to-sequence learning
Efficient-Neural-Machine-Translation
PhD thesis (updating) of Jiatao Gu from HKU
fairseq-stable
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
MetaNMT
Meta learning for Neural Machine Translation
NA-NMT
Non-autoregressive Neural Machine Translation (not a full version)
SEG-NMT
Search Engine Guided Non-Parametric Neural Machine Translation
Squirrel
PyTorch implementation of Transformer-based Neural Machine Translation
Fully-NAT
MultiPath's Repositories
MultiPath/Squirrel
PyTorch implementation of Transformer-based Neural Machine Translation
MultiPath/NA-NMT
Non-autoregressive Neural Machine Translation (not a full version)
MultiPath/MetaNMT
Meta learning for Neural Machine Translation
MultiPath/splatter-image
Official implementation of `Splatter Image: Ultra-Fast Single-View 3D Reconstruction'
MultiPath/image2edge
image to edge with pidinet
MultiPath/stable-dreamfusion
A working implementation of text-to-3D dreamfusion, powered by stable diffusion.
MultiPath/threestudio
A unified framework for 3D content generation.
MultiPath/tiny-cuda-nn
Lightning fast & tiny C++/CUDA neural network framework
MultiPath/AnimateDiff
Official implementation of AnimateDiff.
MultiPath/cv
Current CV of Jiatao Gu
MultiPath/DepthwiseConv2d
Efficient implementation of Depthwise Conv2d. The main code is from https://github.com/MegEngine
MultiPath/DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
MultiPath/DragGAN_unofficial
Wild implementation of "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold"
MultiPath/dreamgaussian
Generative Gaussian Splatting for Efficient 3D Content Creation
MultiPath/gangealing
Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment (CVPR 2022 Oral, Best Paper Finalist)
MultiPath/gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
MultiPath/GECO
MultiPath/gpt-fast
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
MultiPath/gsgen
Text-to-3D using Gaussian Splatting
MultiPath/imaginaire-stable
NVIDIA's Deep Imagination Team's PyTorch Library
MultiPath/LAION-5B-WatermarkDetection
MultiPath/Lumina-T2X
Lumina-T2X is a unified framework for Text to Any Modality Generation
MultiPath/nerfacc
A General NeRF Acceleration Toolbox in PyTorch.
MultiPath/ngp_pl
Instant-ngp in pytorch+cuda trained with pytorch-lightning (with only few lines of legible code)
MultiPath/OpenLRM
An open-source impl. of Large Reconstruction Models
MultiPath/prompt-to-prompt
MultiPath/Score-Entropy-Discrete-Diffusion
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)
MultiPath/stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
MultiPath/starless
Starless is a CPU black hole raytracer in numpy suitable for both informative diagrams and decent wallpaper material.
MultiPath/U-ViT
A PyTorch implementation of the paper "All are Worth Words: A ViT Backbone for Diffusion Models".