AssemblyAI

SEPTEMBER 22, 2023

Data scarcity: Paired natural anguage descriptions of music and corresponding music recordings are extremely scarce, in contrast to the abundance of image/descriptions pairs available online, e.g. in online art galleries or social media.  This also makes the evaluation step harder and highly subjective.

Convolutional Neural Networks 246

Convolutional Neural Networks AI AI Data Scarcity 246

deepsense.ai

FEBRUARY 6, 2024

Harnessing the power of deep learning for image segmentation is revolutionizing numerous industries, but often encounters a significant obstacle – the limited availability of training data. Over the years, various successful deep learning architectures have been developed for this task, such as U-Net or SegFormer.

Prompt Engineer 105

Prompt Engineer Prompt Engineering NLP Computer Vision 105

deepsense.ai

FEBRUARY 12, 2024

Harnessing the power of deep learning for image segmentation is revolutionizing numerous industries, but often encounters a significant obstacle the limited availability of training data. Over the years, various successful deep learning architectures have been developed for this task, such as U-Net or SegFormer.

Prompt Engineer 52

Prompt Engineer Prompt Engineering NLP Computer Vision 52

Marktechpost

SEPTEMBER 15, 2024

The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. In information retrieval, where faster inference speed is crucial, lightweight models like Sentence-BERT remain widely used.

BERT 117

BERT LLM Large Language Models Categorization 117

Viso.ai

DECEMBER 15, 2023

Muzic is a “research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence.” Muzic is a research project from Microsoft that uses deep learning techniques for music generation and understanding – source.

Computer Vision 52

Computer Vision Deep Learning AI AI 52