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Matt Shaffer's Projects

spml icon spml

Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning

srt icon srt

Independent PyTorch implementation of Scene Representation Transformer

stereo-transformer icon stereo-transformer

Official Repo for Stereo Transformer: Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers.

storm icon storm

Stochastic Tensor Optimization for Robot Motion - A GPU Robot Motion Toolkit

stud icon stud

source code for CVPR'22 paper "Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild"

stylized-imagenet icon stylized-imagenet

Code to create Stylized-ImageNet, a stylized version of standard ImageNet (ICLR 2019 Oral)

svox2 icon svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

tacto icon tacto

Simulator of vision-based tactile sensors.

tensorf icon tensorf

Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

time-in-state-rl icon time-in-state-rl

Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays, CORL-2020.

timemachines icon timemachines

Simple pure function representations of popular time series packages.

tk3dv icon tk3dv

The Toolkit for 3D Vision (tk3dv) is a collection of tools for deep learning and 3D computer vision.

tood icon tood

TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral

torch-ngp icon torch-ngp

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

torchdistill icon torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. πŸ†20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

trivialaugment icon trivialaugment

This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies including RandAugment and TrivialAugment.

unicorn icon unicorn

Code for "Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency" paper

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