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07/30/2023
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey
Recently emerged technologies based on Deep Learning (DL) achieved outst...
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07/30/2023
Spiking Neural Networks and Bio-Inspired Supervised Deep Learning: A Survey
For a long time, biology and neuroscience fields have been a great sourc...
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03/09/2023
Detecting Images Generated by Diffusers
This paper explores the task of detecting images generated by text-to-im...
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11/20/2022
MINTIME: Multi-Identity Size-Invariant Video Deepfake Detection
In this paper, we introduce MINTIME, a video deepfake detection approach...
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08/24/2022
A Spatio-Temporal Attentive Network for Video-Based Crowd Counting
Automatic people counting from images has recently drawn attention for u...
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07/07/2022
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level
Learning algorithms for Deep Neural Networks are typically based on supe...
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06/28/2022
Cross-Forgery Analysis of Vision Transformers and CNNs for Deepfake Image Detection
Deepfake Generation Techniques are evolving at a rapid pace, making it p...
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05/18/2022
Deep Features for CBIR with Scarce Data using Hebbian Learning
Features extracted from Deep Neural Networks (DNNs) have proven to be ve...
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04/28/2022
Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery
Reinforcement Learning (RL) has recently found wide applications in netw...
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03/15/2022
MOBDrone: a Drone Video Dataset for Man OverBoard Rescue
Modern Unmanned Aerial Vehicles (UAV) equipped with cameras can play an ...
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11/29/2021
Recurrent Vision Transformer for Solving Visual Reasoning Problems
Although convolutional neural networks (CNNs) showed remarkable results ...
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11/22/2021
Generative Adversarial Networks for Astronomical Images Generation
Space exploration has always been a source of inspiration for humankind,...
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07/06/2021
Combining EfficientNet and Vision Transformers for Video Deepfake Detection
Deepfakes are the result of digital manipulation to obtain credible vide...
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06/09/2021
A Communication Layer for Integrated Sensors and Robotic ecology Solutions to Ambient Intelligence
This paper presents a communication framework built to simplify the cons...
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06/05/2021
Multi-Camera Vehicle Counting Using Edge-AI
This paper presents a novel solution to automatically count vehicles in ...
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06/01/2021
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features
Cross-modal retrieval is an important functionality in modern search eng...
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05/06/2021
MAFER: a Multi-resolution Approach to Facial Expression Recognition
Emotions play a central role in the social life of every human being, an...
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03/16/2021
Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
We propose to address the issue of sample efficiency, in Deep Convolutio...
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01/22/2021
Expression Recognition Analysis in the Wild
Facial Expression Recognition(FER) is one of the most important topic in...
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01/22/2021
Solving the Same-Different Task with Convolutional Neural Networks
Deep learning demonstrated major abilities in solving many kinds of diff...
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12/22/2020
Training Convolutional Neural Networks With Hebbian Principal Component Analysis
Recent work has shown that biologically plausible Hebbian learning can b...
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12/18/2020
Assessing Pattern Recognition Performance of Neuronal Cultures through Accurate Simulation
Previous work has shown that it is possible to train neuronal cultures o...
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11/16/2020
Combining GANs and AutoEncoders for Efficient Anomaly Detection
In this work, we propose CBiGAN – a novel method for anomaly detection i...
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08/12/2020
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders
Despite the evolution of deep-learning-based visual-textual processing s...
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08/06/2020
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval
In this paper, we describe VISIONE, a video search system that allows us...
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04/20/2020
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation
Monitoring vehicle flow in cities is a crucial issue to improve the urba...
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01/09/2020
Virtual to Real adaptation of Pedestrian Detectors for Smart Cities
Pedestrian detection through computer vision is a building block for a m...
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04/19/2016
Using Apache Lucene to Search Vector of Locally Aggregated Descriptors
Surrogate Text Representation (STR) is a profitable solution to efficien...
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04/14/2016
On Reducing the Number of Visual Words in the Bag-of-Features Representation
A new class of applications based on visual search engines are emerging,...
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03/31/2016