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Intelligent Systems Lab Org's Projects

dcflow icon dcflow

Code for the paper "Accurate Optical Flow via Direct Cost Volume Processing. Jia Xu, René Ranftl, and Vladlen Koltun. CVPR 2017"

deeplagrangianfluids icon deeplagrangianfluids

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

directfutureprediction icon directfutureprediction

Code for the paper "Learning to Act by Predicting the Future", Alexey Dosovitskiy and Vladlen Koltun, ICLR 2017

dpt icon dpt

Dense Prediction Transformers

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

filament icon filament

Filament is a real-time physically based rendering engine for Android, iOS, Windows, Linux, macOS and WASM/WebGL

intseg icon intseg

Interactive Image Segmentation with Latent Diversity

libzmq icon libzmq

ZeroMQ core engine in C++, implements ZMTP/3.1

lmrs icon lmrs

Source code for ICLR 2020 paper: "Learning to Guide Random Search"

m2r icon m2r

Markdown to reStructuredText converter

metalearningtradeoffs icon metalearningtradeoffs

Source code for the NeurIPS 2020 Paper: Modeling and Optimization Trade-off in Meta-learning.

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

mshadow icon mshadow

Forked from https://github.com/dmlc/mshadow

multiobjectiveoptimization icon multiobjectiveoptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

nphard icon nphard

Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search

open3d icon open3d

Open3D: A Modern Library for 3D Data Processing

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