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Matt Shaffer's Projects

dreamerv2-pytorch icon dreamerv2-pytorch

Pytorch implementation of DreamerV2: MASTERING ATARI WITH DISCRETE WORLD MODELS

dril icon dril

Disagreement-Regularized Imitation Learning

drl_grasping icon drl_grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

dsnerf icon dsnerf

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

dss icon dss

Differentiable Surface Splatting

dualposenet icon dualposenet

Code for "DualPoseNet: Category-level 6D Object Pose and Size EstimationUsing Dual Pose Network with Refined Learning of Pose Consistency"

dynamap icon dynamap

A framework which is capable of mapping rigid and non-rigid scenes and localize camera in the environment at the same time

edgetpu-ggcnn icon edgetpu-ggcnn

Generative Grasping CNN (GG-CNN) implemented for an Edge TPU accelerator

egg icon egg

EGG: Emergence of lanGuage in Games

eigengame icon eigengame

Pseudo code from https://arxiv.org/abs/2102.04152

elasty icon elasty

A research-oriented elastic body physics simulator

eli icon eli

(CVPR 2022) Energy-based Latent Aligner for Incremental Learning

equi-pose icon equi-pose

NeurIPS 2021, self-supervised 6D pose on category level

equi_q_corl21 icon equi_q_corl21

This repository contains the code of the paper Equivariant Q Learning in Spatial Action Spaces

equi_rl icon equi_rl

This repository contains the code of the paper SO(2)-Equivariant Reinforcement Learning (https://pointw.github.io/equi_rl_page/)

equidock_public icon equidock_public

EquiDock: geometric deep learning for fast rigid 3D protein-protein docking

ezflow icon ezflow

A modular PyTorch library for optical flow estimation using neural networks

f-irl icon f-irl

Inverse Reinforcement Learning via State Marginal Matching - CoRL 2020

f-lsesim icon f-lsesim

CVPR 2021: "The Spatially-Correlative Loss for Various Image Translation Tasks"

fcgf icon fcgf

Fully Convolutional Geometric Features: Fast and accurate 3D features for registration and correspondence.

ffjord-lite icon ffjord-lite

A minimal working example of Free-Form Jacobian of Reversible Dynamics

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