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Wayne's Projects

flownet2-docker icon flownet2-docker

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

fprime icon fprime

F' - A flight software and embedded systems framework

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcn-pytorch icon gcn-pytorch

Pytorch Implementation of Graph Convolutional Neural Networks

group_loss icon group_loss

Official code for "The Group Loss for Deep Metric Learning" paper (ECCV 2020)

gsmn icon gsmn

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

hal icon hal

Code release for "HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs" at AAAI 2020.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hgr_v2t icon hgr_v2t

Code accompanying the paper "Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning".

hybrid_space icon hybrid_space

Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding for Zero-Example Video Retrieval.

hyperbolic_zsl icon hyperbolic_zsl

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)

iccv2019-triplet-loss icon iccv2019-triplet-loss

Implementation of method described in http://openaccess.thecvf.com/content_ICCV_2019/papers/Le_Cacheux_Modeling_Inter_and_Intra-Class_Relations_in_the_Triplet_Loss_for_ICCV_2019_paper.pdf

image-to-recipe-transformers icon image-to-recipe-transformers

Code for CVPR 2021 paper: Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

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