Kidist Amde Mekonnen's Projects
Web based system for Amhara Credit and saving institution
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling.
Amharic language model and word vectors to aid NLP tasks and advance research for low-resource languages.
A curated list of awesome papers related to generative retrieval models.
Collections of vector search related libraries, service and research papers
Balanced Face Dataset: Guiding StyleGAN to Generate Labeled Synthetic Face Image Dataset for Underrepresented Group
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
The author's officially unofficial PyTorch BigGAN implementation.
Big data system for monitoring and estimating, based on tweets, the birth rate in various parts of Europe and its dynamics. Using Twitter APIs + data from Eurostat
The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shengyao Zhuang, Houxing Ren, Linjun Shou, Jian Pei, Ming Gong, Guido Zuccon and Daxin Jiang.
A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
Learning to Tokenize for Generative Retrieval (NeurIPS 2023)
A library with extensible implementations of DPO, KTO, PPO, and other human-aware loss functions (HALOs).
Sentiment analysis, Semantic Network and Topic modeling: Case study on analyzing tweets towards African NoMore campaign
The main objective of this project is to create an algorithm able to match the images in a query set with the images in a much larger set called gallery.
[A toolbox for fun.] Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
Provides a common interface to many IR ranking datasets.
Template for an academic poster using Marp
Self-contained, minimalistic implementation of diffusion models with Pytorch.
Nightly release of ControlNet 1.1
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
Regression Analysis Tutorial
Create force-directed graphs of RNA secondary structures.
Search Engines with Autoregressive Language models
Studies on Human Behavior - Geovisualization of Spatio-temporal data is a very promising topic, especially for social sciences. It is possible to use a space-time cube to reveal activity, travel patterns of different genders, ethnic subgroups, non-employees, etc. and all the information can be related to urban planning, transportation,location-based services, and many other fields dealing with individual geo-data.In this work, I used the GPS data that describe the movements of 3 subjects and Time diary data , data collected from the 3 subjects through ilog-mobile application..
The goal of this work is to identify consistent topics in time, i.e., set of terms that become frequent together throughout time.