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1. TruthDetection TruthDetection Public

   My BSc Thesis implementation which dwells upon the complex task of Truth Detection (often also referred to as Deception Detection or Lie Detection).

   Jupyter Notebook 7 6

2. AnomalyDetection AnomalyDetection Public

   In this study, we introduce a robust baseline for real-time, transformer-based, object-centric video anomaly detection using YOLOv8 and RAFT. Our approach, tested on Avenue, ShanghaiTech, and UBNor…

   Jupyter Notebook 1

3. Abstractive-Summarization-RoBERTa2RoBERTa Abstractive-Summarization-RoBERTa2RoBERTa Public

   Leveraging RoBERTa for Abstractive Summarization using Pre-trained Encoders

   Jupyter Notebook

4. Leveraging-BERT-for-Emotion-Cause-Pair-Detection-in-Conversational-Contexts Leveraging-BERT-for-Emotion-Cause-Pair-Detection-in-Conversational-Contexts Public

   Leveraging BERT for Enhanced Sentiment Analysis and Emotion-Cause Pair Detection in Conversational Contexts

   Jupyter Notebook

5. Binarized-Neural-Machine-Translation Binarized-Neural-Machine-Translation Public

   Results reproduction of the paper named Binarized Neural Machine Translation, where we leverage quantized transformer architecture for a more computationally efficient model.

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6. DL-Synthetic-Image-Classification-Competition DL-Synthetic-Image-Classification-Competition Public

   Placed 2nd (out of 65) in the Deep Learning course Kaggle Competition, where all students in the second year of University of Bucharest AI MSc would compete against each other for best model score.…

   Jupyter Notebook