liuguoyou Goto Github PK

unbiased-teacher

PyTorch code for ICLR 2021 paper Unbiased Teacher for Semi-Supervised Object Detection

underwater-hl

MATLAB code for color restoration of underwater images

unflow

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

unified-ept

A Unified Efficient Pyramid Transformer for Semantic Segmentation, ICCVW 2021

unified-lth-gnn

[Preprint] "A Unified Lottery Tickets Hypothesis for Graph Neural Networks", Tianlong Chen*, Yongduo Sui*, Xuxi Chen, Aston Zhang, Zhangyang Wang

unimoco

UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning

unipose

We propose UniPose, a unified framework for human pose estimation, based on our “Waterfall” Atrous Spatial Pooling architecture, that achieves state-of-art-results on several pose estimation metrics. Current pose estimation methods utilizing standard CNN architectures heavily rely on statistical postprocessing or predefined anchor poses for joint localization. UniPose incorporates contextual seg- mentation and joint localization to estimate the human pose in a single stage, with high accuracy, without relying on statistical postprocessing methods. The Waterfall module in UniPose leverages the efficiency of progressive filter- ing in the cascade architecture, while maintaining multi- scale fields-of-view comparable to spatial pyramid config- urations. Additionally, our method is extended to UniPose- LSTM for multi-frame processing and achieves state-of-the- art results for temporal pose estimation in Video. Our re- sults on multiple datasets demonstrate that UniPose, with a ResNet backbone and Waterfall module, is a robust and efficient architecture for pose estimation obtaining state-of- the-art results in single person pose detection for both sin- gle images and videos.

universalstyletransfer

The source code of NIPS17 'Universal Style Transfer via Feature Transforms'.

university1652-baseline

ACM Multimedia2020 University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization :helicopter: annotates 1652 buildings in 72 universities around the world.

univl

Video-Text Pretraining

unpaired-image-enhancement

unpaired_hdr_tmo

unprocessing

unsharp-mask-guided-filtering

Code for "Unsharp Mask Guided Filtering, IEEE Transactions on Image Processing, 2021"

unsup-stereo-depthgan

Code of "Unsupervised Adversarial Depth Estimation using Cycled Generative Networks" 3DV2018

unsup3d

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

unsup3d_pytorch3d

(CVPR'20 Best Paper) Unsup3D SoftRas

unsup_mvs

Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency

unsupervised-classification

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

unsupervised-detail-layer

Code repository for paper "Self-supervised Learning of Detailed 3D Face Reconstruction"

unsupervised-domain-specific-deblurring

Implementation of "Unsupervised Domain-Specific Deblurring via Disentangled Representations"

unsupervised-human-pose

unsupervised-semantic-segmentation

Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals. [ICCV 2021]

unsupervised_depth_estimation

Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue

unsuperviseddeephomographyral2018

Unsupervised Deep Homography: A Fast and Robust Homography Estimation Model

up

Official code repository for the paper "Unite the People – Closing the Loop Between 3D and 2D Human Representations".

up-detr

[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

usaid

[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"

usisresnet

This repository includes code of training/testing of our work published in NTIRE-2020 workshop titled "Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network".

uss