whieya

visual_token_matching

[ICLR'23 Oral] Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching

latent-slot-diffusion

Official Release of NeurIPS 2023 Spotlight paper "Object-Centric Slot Diffusion"

MeBT

official implementation of the paper: Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers (CVPR 2023)

mammoth

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

meta-training-setup

This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.

Synchronized-BatchNorm-PyTorch

Synchronized Batch Normalization implementation in PyTorch.

Awesome-Incremental-Learning

Awesome Incremental Learning

Survey-on-Implicit-Neural-Representation

Survey-on-Implicit-Neural-Representation

awesome-implicit-representations

A curated list of resources on implicit neural representations.

ICLR2021-OpenReviewData

Crawl & visualize ICLR papers and reviews.

DeepClustering

Methods and Implements of Deep Clustering

pytorch-template

PyTorch deep learning projects made easy.

pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

kornia

Geometric Computer Vision Library for Spatial AI

compare_gan

Compare GAN code.

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

moco

Unofficial implementation with pytorch DistributedDataParallel for "MoCo: Momentum Contrast for Unsupervised Visual Representation Learning"

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

ShuffleBN

A ShuffleBatchNorm layer to shuffle BatchNorm statistics across multiple GPUs

generative-evaluation-prdc

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

sngan_projection

GANs with spectral normalization and projection discriminator

video-to-pose3D

Convert video to 3D pose in one-key.

CMC

[ECCV 2020] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis

ObjTracker

SemanticSLAM

LongTermGlobalLocalization

Long Term Global Localization leveraging Linear Geometry (Based on ORB-SLAM)

S2DHM

Sparse-to-Dense Hypercolumn Matching for Long-Term Visual Localization (3DV 2019)