AI REGIO-Synthetic Data Generation Engine (SynData)
A flexible and extensible synthetic data generation engine based on mainstream statistics distributions and on timeseries generative AI techniques.
A flexible and extensible synthetic data generation engine based on mainstream statistics distributions and on timeseries generative AI techniques.
- Generation of current Soil Moisture (SM) local maps based on the use of a ML model that processes ground-based precipitation measurements and Normalized Difference Moisture Index (NDMI) processed from the last available Copernicus S2 satellite tile. - ...
Manifolds, the higher-dimensional analogs of smooth curves and surfaces, are essential mathematical objects with applications in diverse fields such as classical mechanics, general relativity, and quantum field theory. By combining algebra, topology, and ...
Video summarization technologies aim to create a concise and complete synopsis by selecting the most informative parts of the video content. Several approaches have been developed over the last couple of decades and the current state of the art is represe...
Many recent advances in natural language generation have been fueled by training large language models on internet-scale data. However, this paradigm can lead to models that generate toxic, inaccurate, and unhelpful content, and automatic evaluation metri...
Speech and Language Processing is a field at the intersection of computer science, linguistics, and artificial intelligence that focuses on understanding and developing technologies to process and analyze human language. It encompasses various tasks such ...
Representation learning techniques in NLP capture meaningful and distributed representations of textual data, known as embeddings. These embeddings enable NLP models to effectively understand semantic and syntactic relationships. Popular methods include w...
Proactive dialogue systems, related to a wide range of real-world conversational applications, equip the conversational agent with the capability of leading the conversation direction towards achieving predefined targets or fulfilling certain goals from t...
Keyphrase prediction is a significant task in natural language processing that aims to generate concise phrases summarizing a document. Researchers have conducted extensive studies using statistical and deep learning methods, as well as incorporating exte...
Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition. The latest model d...
Recently, ChatGPT, along with DALL-E-2 and Codex ,has been gaining significant attention from society. As a result, many individuals have become interested in related resources and are seeking to uncover the background and secrets behind its impressive pe...