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Ivan Fursov's Projects

adversarial_sber icon adversarial_sber

"Adversarial Attacks on Deep Models for Financial Transaction Records" paper implementation

bytecup2018 icon bytecup2018

Competition on text summarization by https://biendata.com/competition/bytecup2018/

dilma icon dilma

DILMA: Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers

dpeter icon dpeter

Solution to the "Digital Peter: recognition of Peter the Great’s manuscripts" competition

fraud_detection icon fraud_detection

Code for the "Sequence Embeddings Help Detect Insurance Fraud" paper

gpt2_chatbot icon gpt2_chatbot

GPT-2 model fine-tuned using triplet loss on chit-chat data

hot-hand icon hot-hand

Проверка hot-hand fallacy на данных игроков NBA

openvaccine icon openvaccine

Solution to the "OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction" competition

self-adj-dice icon self-adj-dice

Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper

tcav_nlp icon tcav_nlp

"Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)" paper implementation

transformer-deploy icon transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

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