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Zijun Lin's Projects

how-do-vits-work icon how-do-vits-work

[Paper] (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"

hoz icon hoz

Hierarchical Object-to-Zone Graph for Object Navigation

hr-depth icon hr-depth

[AAAI 2021] HR-Depth : High Resolution Self-Supervised Depth Estimation

hrformer icon hrformer

[Paper] This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

humannerf icon humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

ibc icon ibc

[Paper] "Implicit Behavioral Cloning". Official implementation of Implicit Behavioral Cloning, as described in our CoRL 2021 paper, see more at https://implicitbc.github.io/

ibot icon ibot

[Paper] iBOT: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)

image-matching-benchmark icon image-matching-benchmark

[Paper] "Image Matching Across Wide Baseline : From Paper to Practice" Public release of the Image Matching Benchmark: https://image-matching-challenge.github.io

imitation-learning icon imitation-learning

[Paper] Repository to store conditional imitation learning based AI that runs on CARLA.

implicit-slam icon implicit-slam

[Paper] [unofficial] "imap ... " Dense SLAM with an Implicit Neural Representation

implicit3dunderstanding icon implicit3dunderstanding

Official PyTorch code of Holistic 3D Scene Understanding from a Single Image with Implicit Representation (CVPR 2021). Also includes a PyTorch implementation of the decoder of LDIF (from 3D Shape Representation with Local Deep Implicit Functions).

imu-human-pose-pytorch icon imu-human-pose-pytorch

[Paper] This is an official Pytorch implementation of "Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach, CVPR 2020".

informer2020 icon informer2020

[Paper] The GitHub repository for the paper "Informer" accepted by AAAI 2021.

instant-ngp icon instant-ngp

[Paper] "Instant Neural Graphics Primitives with a Multiresolution Hash Encoding" Instant neural graphics primitives: lightning fast NeRF and more

interp-e2e-driving icon interp-e2e-driving

Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning

ion icon ion

This is the project of Instance Object Navigation for ACM MultiMedia 21

iris icon iris

Transformers are Sample Efficient World Models

jmodt icon jmodt

[Paper] Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving

k-net icon k-net

[Paper] [NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

kdma icon kdma

[Paper] Human-Inspired Multi-Agent Navigation using Knowledge Distillation

learning_uav_pose_estimation icon learning_uav_pose_estimation

[Paper] [Under Construction] LZJ : Not verified this code. "Learning Pose Estimation for UAV Autonomous Navigation andLanding Using Visual-Inertial Sensor Data"

learningbycheating icon learningbycheating

[Paper] (CoRL 2019) Driving in CARLA using waypoint prediction and two-stage imitation learning

lego-loam icon lego-loam

[Paper] LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

lf-net-release icon lf-net-release

[Paper] Code Release for LF-Net: Learning Local Features from Images

light-field-networks icon light-field-networks

[Paper] Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering

lio-sam icon lio-sam

LIO-SAM: Tightly-coupled Lidar Inertial Odometry via Smoothing and Mapping

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