The natural language creation field is completely transformed by large language models (LLMs). Traditional fine-tuning approaches for responding to downstream tasks require access to the parameters of LLMs, which limits their use on potent black-box LLMs...
The GPT model, which is the transformer architecture behind the well famous chatbot developed by OpenAI called ChatGPT, works on the concept of learning tasks with the help of only a few examples. This approach, called...
There are rising worries about the potential negative impacts of large language models (LLMs), such as data memorization, bias, and unsuitable language, despite LLMs'...
A group of researchers from Google have recently unveiled StyleDrop, an innovative neural network developed in collaboration with Muse's fast text-to-image model. This groundbreaking...
Accurate segmentation of multiple objects is essential for various scene understanding applications, such as image/video processing, robotic perception, and AR/VR. The Segment Anything Model...
By enabling users to connect with tools and services, systems that can follow directions from graphical user interfaces (GUIs) can automate laborious jobs, increase...
Apple has announced the release of Apple Vision Pro, a groundbreaking spatial computer that seamlessly integrates digital content with the physical world. This innovative...
In recent times, there has been significant progress in Natural Language Understanding and Natural Language Generation. The best example is the well-known ChatGPT developed...
In a revolutionary leap forward, generative retrieval approaches have emerged as a disruptive paradigm in information retrieval methods. Harnessing the potential of advanced sequence-to-sequence...
Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown...
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact...
Some industry insiders claim that the most useful applications of artificial intelligence in video games are the ones that go under the radar. Artificial...
One of the biggest obstacles facing automated speech recognition (ASR) systems is their inability to adapt to novel, unbounded domains. Audiovisual ASR (AV-ASR) is...
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