Emirhan Bilgiç

Turkish-TTS. This repository contains the training codes of the fine-tuned SpeechT5 on a Turkish dataset.

INP-X. INP-X is an inpainting exchange operation that restores original background pixels while keeping the generated region intact, revealing that current AI image detectors rely heavily on global VAE-induced artifacts rather than true local manipulations.

brain_tumour_segmentation. This repository contains the implementation of various techniques to segment brain tumors from MRI images.

Deepfake_Detection. The project focuses on comparing various methods for detecting deepfakes and evaluating their effectiveness across different datasets. Also tries zero-shot BLIP to detect manipulations.

Emirhans_Method_Deepfake. BLIP is a VLP (Vision-Language Pre-training) framework that excels in both vision-language understanding and generation tasks using a multimodal mixture of encoder-decoder model and a novel captioning and filtering method for handling noisy data. In this project, we will try to use BLIP in deepfake detection

cuda_snn. Python

contrastive_predictive_coding.

next-frame-prediction. This project aims to make image data contribute to temporality. In addition to 3D CNN structure, ConvLSTM2D, PredRNN, the combination of 2D CNN and Tabular data has been tested and compiled in this repo. Cloudiness prediction using satellite data of EUMETSAT is aimed.

AI-Generated-Image-Detection. Jupyter Notebook

euler-solutions. This repository was created to show different solutions to Project Euler problems with different approaches.

DL4NLP.

SolvingImbalancedClasses-FinalThesis. Final Thesis on Solving Imbalanced Classes Problem

Unsupervised-Pattern-Recognition-with-Spiking-Neuron-Groups.

conditional_gan. Python

emirhanbilgic.github.io. JavaScript

knowledge_distillation_replication. This repo aims to replicate the experiments in the paper "Does Knowledge Distillation Really Work?".

logits-processor-zoo. A collection of LogitsProcessors to customize and enhance LLM behavior for specific tasks.

ai-generated-detection.

Integration-of-Contrastive-Predictive-Coding-and-Spiking-Neural-Networks.

Electronics_and_Communication_Engineering_ITU. Here you can find the documents, assignments, projects and questions of the courses I enrolled.

inpainting. Python

ConceptAttention. Jupyter Notebook

AIGCDetectBenchmark. Python