mariyahendriksen

awesome-intent-analysis

Reading list for research topics in intent analysis.

ecir23-object-centric-vs-scene-centric-CMR

This repository contains the code for the paper "Object-centric vs. Scene-centric Image-Text Cross-modal Retrieval: A Reproducibility Study" published at ECIR 2023.

ecir2022_category_to_image_retrieval

This repository contains the code for the paper "Extending CLIP for Category-to-image Retrieval in E-commerce" published at ECIR 2022.

mlss_2020

OutfitComposition

Outfit completion using Siamese networks with uni- and multimodal input and the CLIP model in a zero-shot setting.

purchase_intent

Contains code for the paper 'Analyzing and Predicting Purchase Intent in E-commerce: Anonymous vs. Identified Customers'

academic-kickstart

AToMiC

An Image/Text Retrieval Test Collection to Support Multimedia Content Creation

Awesome-CLIP

Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

cross-modal

DBD

DS_interview

EasyTransfer

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

git_for_researchers_tips_and_tricks

The repository contains some pieces of code that I found useful when it comes writing a scientific paper or experiments

image_similarity

PyTorch Blog Post On Image Similarity Search

Kaleido-BERT

(CVPR2021) Kaleido-BERT: Vision-Language Pre-training on Fashion Domain

mariyahendriksen.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

ML_fundamentals

PCL

PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

SCAN

PyTorch source code for "Stacked Cross Attention for Image-Text Matching"

starter-academic

Tech-Interview-Cheat-Sheet

Studying for a tech interview sucks. Here's an open source cheat sheet to help

TERAN

Code and Resources for the Transformer Encoder Reasoning and Alignment Network (TERAN), accepted for publication in ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

track-viz

vsepp

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

X-VLM

X-VLM: Multi-Grained Vision Language Pre-Training (ICML 2022)