Artificial Intelligence
Unifying Large Language Models and Knowledge Graphs - I
Understanding types of transformers, knowledge graphs and how they can be used together. How can it remove hallucinations, provide factual results and work with your database? Prompt engineering and how to be good at it, in the meanwhile
Artificial Intelligence
Generative Agents and Network
Generative Agents and Network
Artificial Intelligence
AI which understands videos and images without using GPT4
Unlocking the Power of AI to Understand and Answer Complex Questions About Images and Videos
Artificial Intelligence
Denoising Diffusion Probabilistic Models
What if I tell you that these are all generated by providing some text? Will you believe?
Oh you do believe. But do you know what kind of research went behind these types of tech and how it recently exploded on the internet leading to the wave of Generative AI?
Artificial Intelligence
InstructPix2Pix
Learning to Follow Image Editing Instructions
Artificial Intelligence
How does AI understand text: a review of "Longformer: The Long-Document Transformer"
Longformer: The Long-Document Transformer
Research Papers
Language Models are Few-Shot Learners
Brown, T., Mann, B., Ryder, N., Subbiah, M., Kaplan, J.D., Dhariwal, P., Neelakantan, A., Shyam, P., Sastry, G., Askell, A. and Agarwal, S., 2020. Language models are few-shot learners. Advances in neural information processing systems, 33, pp.1877-1901.
Artificial Intelligence
A Neural Probabilistic Language Model
Bengio, Y., Ducharme, R. and Vincent, P., 2000. A neural probabilistic language model. Advances in neural information processing systems, 13.
Research Papers
Long Short-Term Memory
Hochreiter, S. and Schmidhuber, J., 1997. Long short-term memory. Neural computation, 9(8), pp.1735-1780.
