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Zijun Lin's Projects

patch-netvlad icon patch-netvlad

[Paper] Code for the CVPR2021 paper "Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition"

pathdreamer icon pathdreamer

[Paper] "Pathdreamer : A World Model for Indoor Navigation"

pct icon pct

[Paper] Jittor implementation of PCT:Point Cloud Transformer

perceiver-pytorch icon perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

perfception icon perfception

Official implementation of PeRFception: Perception using Radiance Fields.

pixel-perfect-sfm icon pixel-perfect-sfm

[Paper] Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Oral)

planarslam icon planarslam

[Paper] "RGB-D SLAM with Structural Regularities" A RGB-D SLAM system for structural scenes, which makes use of point-line-plane features and the Manhattan World assumption.

pmf icon pmf

[Paper] Perception-aware multi-sensor fusion for 3D LiDAR semantic segmentation (ICCV 2021)

pointmlp-pytorch icon pointmlp-pytorch

[Paper] (ICLR 2022 poster) Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework"

pointnav-vo icon pointnav-vo

[ICCV2021] Official implementation of "The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation"

pointnerf icon pointnerf

[Paper] Point-NeRF: Point-based Neural Radiance Fields

poni icon poni

PONI: Potential Functions for ObjectGoal Navigation with Interaction-free Learning. CVPR 2022 (Oral).

ppuda icon ppuda

[Paper] Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)

pvn3d icon pvn3d

[Paper] "PVN3D: A Deep Point-wise 3D Keypoints Hough Voting Network for 6DoF Pose Estimation", CVPR 2020

pycls icon pycls

[Paper] "Designing Network Design Spaces" Codebase for Image Classification Research, written in PyTorch.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

r2live icon r2live

[Paper] R2LIVE is a robust, real-time tightly-coupled multi-sensor fusion framework, which fuses the measurement from the LiDAR, inertial sensor, visual camera to achieve robust, accurate state estimation.

r3live icon r3live

[Paper] A Robust, Real-time, RGB-colored, LiDAR-Inertial-Visual tightly-coupled state Estimation and mapping package

raft icon raft

[Paper] "RAFT: Recurrent All-Pairs Field Transforms for Optical Flow"

range-mcl icon range-mcl

Range Image-based LiDAR Localization for Autonomous Vehicles Using Mesh Maps (chen2021icra)

real-esrgan icon real-esrgan

[Paper] Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

realsr icon realsr

[Paper] Real-World Super-Resolution via Kernel Estimation and Noise Injection

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