jrubin01

boxes_tightness_prior

Oral presentation at MIDL 2020 - Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision

CONTaiNER

cs224n-stanford-winter2021

Stanford Winter 2021

DeepSFM

This is a PyTorch implementation of the ECCV2020 paper "DeepSFM: Structure From Motion Via Deep Bundle Adjustment".

detr

End-to-End Object Detection with Transformers

FNet-pytorch

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

gcn_refinement

hands_on

hierarchicalContrastiveLearning

mega.pytorch

Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020

mend

MEND: Fast Model Editing at Scale

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

multitask-schema-guided-dst

Code for "A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking"

NeuroNLP2

Deep neural models for core NLP tasks (Pytorch version)

nystrom-attention

Implementation of Nyström Self-attention, from the paper Nyströmformer

perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

Pixel2Mesh

A complete Pixel2Mesh implementation in PyTorch

Pyspark-With-Python

pytorch-nested-unet

PyTorch implementation of UNet++ (Nested U-Net).

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

SegWithDistMap

How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

SMD-Nets

SMD-Nets: Stereo Mixture Density Networks

SparseConvNet

Submanifold sparse convolutional networks

t-few

Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"

TimeSformer-pytorch

Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

vert-papers

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

videowalk

Repository for "Space-Time Correspondence as a Contrastive Random Walk" (NeurIPS 2020)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch