In artificial intelligence, researchers face a challenge—thoroughly understanding the strengths and weaknesses of autoregressive language models (LLMs). These models, which can generate human-like text, have become increasingly powerful, but evaluating…
Understanding the current stress state of the Earth’s crust is imperative for various geological applications, ranging from carbon storage to fault reactivation studies. However, traditional methods face significant challenges, primarily…
Language models, particularly large ones, have become ubiquitous in AI applications, raising the need for models that align with human values and intentions. Traditionally, alignment has been approached through methods…
Natural Language Processing (NLP) is useful in many fields, bringing about transformative communication, information processing, and decision-making changes. It is being widely used for sarcasm detection, too. However, Sarcasm detection…
The recent advancements in Artificial Intelligence have enabled the development of Large Language Models (LLMs) with a significantly large number of parameters, with some of them reaching into billions (for…
The online shopping experience has been revolutionized by Virtual Try-On (VTON) technology, offering a glimpse into the future of e-commerce. This technology, pivotal in bridging the gap between virtual and…
The remarkable potentials of Artificial Intelligence (AI) and Deep Learning have paved the way for a variety of fields ranging from computer vision and language modeling to healthcare, biology, and…
In recent research, a team of researchers has examined CLIP (Contrastive Language-Image Pretraining), which is a famous neural network that effectively acquires visual concepts using natural language supervision. CLIP, which…
Diffusion models stand out for their ability to create high-quality images by transforming data into noise, a process inspired by thermodynamics. This transformation, central to the performance of these models,…
In the rapidly evolving domain of augmented and virtual reality, creating 3D environments is a formidable challenge, particularly due to the complexities of 3D modeling software. This situation often deters…