ml-lab

auxiliary-deep-generative-models

Implementation of auxiliary deep generative models for semi-supervised learning

Awesome-Face-Forgery-Generation-and-Detection

A curated list of articles and codes related to face forgery generation and detection.

DeepVideoAnalytics

Analyze videos, perform detections, index frames & detected objects, search by examples

DRN-1

Code for "Learning Multiple Tasks with Deep Relationship Networks" NIPS 2017

home-platform

A Household multimodal environment (HoME) based on the SUNCG indoor scenes dataset

LLaMA-Adapter-2

Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters

MobilePose-pytorch

Single Person Pose Estimation for Mobile Device

PointGrow

An autoregressive model for point cloud generation augmented with self-attention

pose-residual-network

Code for 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network' paper

TensorBox

ml-lab/Awesome-Sketch-Based-Applications

:books: A collection of sketch based application papers.

ml-lab/smplpix

SMPLpix: Neural Avatars from 3D Human Models

ml-lab/acme

A library of reinforcement learning components and agents

ml-lab/barlowtwins

PyTorch implementation of Barlow Twins.

ml-lab/bittensor

Internet-scale Neural Networks

ml-lab/conceptual-12m

Conceptual 12M is a dataset containing (image-URL, caption) pairs collected for vision-and-language pre-training.

ml-lab/creative-prediction

Creative Prediction with Neural Networks

ml-lab/decode-py

ml-lab/deep-daze

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network)

ml-lab/gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

ml-lab/gym-miniworld

Simple 3D interior simulator for RL & robotics research

ml-lab/hyperseg

HyperSeg - Official PyTorch Implementation

ml-lab/image-gpt-1

PyTorch Implementation of OpenAI's Image GPT

ml-lab/infinityGAN

InfinityGAN: Towards Infinite-Resolution Image Synthesis

ml-lab/lightseq

LightSeq: A High Performance Inference Library for Sequence Processing and Generation

ml-lab/neuralbody

Code for "Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans" CVPR 2021

ml-lab/nuscenes-devkit

The devkit of the nuScenes dataset.

ml-lab/Pose-Transfer

Code for the paper Progressive Pose Attention for Person Image Generation in CVPR19 (Oral).

ml-lab/prox

Resolving 3D Human Pose Ambiguities with 3D Scene Constraints https://prox.is.tue.mpg.de

ml-lab/Scaled-down-self-supervised-learning

official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.

ml-lab/sceneformer

Generate indoor scenes with Transformers

ml-lab/SEARL

Sample-Efficient Automated Deep Reinforcement Learning

ml-lab/Self-Correction-Human-Parsing

An out-of-box human parsing representation extractor.

ml-lab/sge-monorepo

Open source of the build infrastructure used by Stadia Games & Entertainment

ml-lab/ShapeMatchingGAN

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

ml-lab/SMPLicit

Implementation for the paper SMPLicit: Topology-aware Generative Model for Clothed People (CVPR 2021)

ml-lab/StyleMapGAN

ml-lab/StyleSpace

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

ml-lab/TimeSformer

The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"

ml-lab/VitaminC

Contrastive Fact Verification