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Hi there šŸ‘‹

My name is Bill and I am a PhD Student at National Technical University of Athens working with Yannis Avrithis and Konstantinos Karantzalos.

Research Interests

  • Computer Vision
  • Deep Learning
  • Representation Learning

Current Work

  • šŸ”­ Iā€™m currently working on Composed Image Retrieval and Transformer Architectures.
  • šŸŒ± Iā€™m currently learning how Diffusion models work.
  • šŸ‘Æ Iā€™m always open to collaborations. Feel free to reach me out!

Contact Me

Bill Psomas's Projects

bic icon bic

pytorch implementation of Large Scale Incremental Learning

deep_metric_learning_benchmark icon deep_metric_learning_benchmark

This repository provides source code for conducting extensive experiments and reproducing the most popular Deep Metric Learning approaches.

deep_slda icon deep_slda

PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"

ibot icon ibot

iBOT: Image BERT Pre-Training with Online Tokenizer

iccv2019-inc icon iccv2019-inc

ICCV 2019 Overcoming Catastrophic Forgetting with Unlabeled Data in the Wild

lane_detection icon lane_detection

This repository contains code in PyTorch for lane detection using LaneNet.

lanenet-lane-detection icon lanenet-lane-detection

Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/

lwf icon lwf

Implementation of Learning without Forgetting paper

metric_learning_utils icon metric_learning_utils

This repo contains code used for Metric Learning visualizations. Here you will find code to make retrieval ranking figures and t-SNE visualizations.

metrix icon metrix

This repo contains the official implementation of ICLR 2022 paper "It Takes Two to Tango: Mixup for Deep Metric Learning".

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