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Qi Li's Projects

incremental_decision_tree icon incremental_decision_tree

Reimplementation of VFDT and EFDT. Our codebase is simple, concise, easy to reproduce with strong performances.

lift-splat-shoot icon lift-splat-shoot

Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D (ECCV 2020)

metaoptnet icon metaoptnet

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

ml-agents icon ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

ml-hypersim icon ml-hypersim

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

mmcv icon mmcv

OpenMMLab Computer Vision Foundation

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

mvpnet icon mvpnet

Implementation of the paper "Multi-view PointNet for 3D Scene Understanding"

nasbench icon nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

nuscenes-devkit icon nuscenes-devkit

Devkit for the public 2019 Lyft Level 5 AV Dataset (fork of https://github.com/nutonomy/nuscenes-devkit)

once-for-all icon once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

pointglr icon pointglr

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

pointnet.pytorch icon pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

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