LorenzoAgnolucci
PhD Student @ University of Florence - Media Integration and Communication Center (@miccunifi)
University of Florence - Media Integration and Communication Center Florence, Italy
Pinned Repositories
Adversarial_attacks_defense
In this work the proposed defense strategy is evaluated against two black-box adversarial attacks, Hop Skip Jump and Square
BERT_for_ABSA
In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.
Keyframes-GAN
[IEEE TMM 2023] This is the official repo of the paper "Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN".
MeanShiftClustering
C++, OpenMP and CUDA implementation of Mean Shift clustering algorithm
analog-video-restoration
[ACM MM 2022 - Demo] Restoration of Analog Videos Using Swin-UNet
ARNIQA
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
CIRCO
[ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset
QualiCLIP
Quality-Aware Image-Text Alignment for Real-World Image Quality Assessment
SEARLE
[ICCV 2023] - Zero-shot Composed Image Retrieval with Textual Inversion
TAPE
[WACV 2024] - Reference-based Restoration of Digitized Analog Videotapes
LorenzoAgnolucci's Repositories
LorenzoAgnolucci/BERT_for_ABSA
In this work (Targeted) Aspect-Based Sentiment Analysis task is converted to a sentence-pair classification task and a pre-trained BERT model is fine-tuned on it.
LorenzoAgnolucci/Keyframes-GAN
[IEEE TMM 2023] This is the official repo of the paper "Perceptual Quality Improvement in Videoconferencing using Keyframes-based GAN".
LorenzoAgnolucci/MeanShiftClustering
C++, OpenMP and CUDA implementation of Mean Shift clustering algorithm
LorenzoAgnolucci/Adversarial_attacks_defense
In this work the proposed defense strategy is evaluated against two black-box adversarial attacks, Hop Skip Jump and Square
LorenzoAgnolucci/Gutenberg
Gutenberg is a pipeline for training a neural network in segmenting and recognising frequent words in early printed books, in particular we focus on Gutenberg’s Bible.
LorenzoAgnolucci/TwitterRealTimeSentimentAnalysis
Lambda architecture implementation using Apache Storm, Hadoop and HBase to perform Twitter real-time sentiment analysis
LorenzoAgnolucci/Segway
We implement a control system that stabilize the robot in its vertical position, which corresponds to the unstable equilibrium state. The hardware board used to develop the robot is a LEGO MINDSTORM. We develop also an Android app for remote control.
LorenzoAgnolucci/SocialDistancingDetector
LorenzoAgnolucci/Depth-of-field
LorenzoAgnolucci/smartaccess
A web app for user access management
LorenzoAgnolucci/Depth-of-field-demo
LorenzoAgnolucci/Elaborato_IA
Disposizione di oggetti con la forma dei pezzi del Tetris su una scacchiera
LorenzoAgnolucci/IQA-PyTorch
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, NIMA, DBCNN, WaDIQaM, BRISQUE, PI and more...
LorenzoAgnolucci/TimerWidget
Date/Time/Timer Widget