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Few_Shot_Distribution_Calibration

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

Motionformer

Code + pre-trained models for the paper Keeping Your Eye on the Ball Trajectory Attention in Video Transformers

language-planner

Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

ConvNeXt

Code release for ConvNeXt model

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

ctf-pwns

Some pwn challenges selected for training and education.

free4chat

free4.chat is a real-time audio chat service. It is designed by the local first and privacy first principle, and is very easy to use.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

awesome-NeRF

A curated list of awesome neural radiance fields papers

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

theseus

A library for differentiable nonlinear optimization

VFS

Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)

SfMLearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

GeoNet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

SuperGluePretrainedNetwork

SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

slambook-en

The English version of 14 lectures on visual SLAM.

slambook2

edition 2 of the slambook

slambook

pytorch_scatter

PyTorch Extension Library of Optimized Scatter Operations

ucsd-thesis

lossless-cut

The swiss army knife of lossless video/audio editing

stereo-transformer

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers. (ICCV 2021 Oral)

micronet

MVSNet

MVSNet (ECCV2018) & R-MVSNet (CVPR2019)

PointMVSNet

Code for "Point-based Multi-view Stereo Network" (ICCV 2019 Oral) & "Visibility-aware Point-based Multi-view Stereo Network" (TPAMI)

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

byoc

[ICCV 2021 - Oral] Bootstrap Your Own Correspondences

galerkin-transformer

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

RAFT-Stereo