ai-research-papersSummaries of AI Research PapersPrompt EngineeringText-driven Prompt Generation for Vision-Language Models in Federated Learning (summary | paper) Reverse Stable Diffusion: What prompt was used to generate this image? (summary | paper) Prompt-ICM: A Unified Framework towards Image Co...
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Modern vision models are trained on very large noisy datasets. While these models acquire strong capabilities, they may not follow the user’s intent to output the desired results in certain aspects, e.g., visual aesthetic, preferred style, and responsibility. In this paper, we target the real...
BISHOP:I was a pencil-and-paper theoretician up to that point. Persuade my boss to buy me a workstation and then started to play with these neural nets. So right from the get-go, I was applying machine learning 35 years ago to data from science experiments. And that was a gre...
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title/abstract/figures: get a good sense of the whole paper read more carefully(intro+conclusions+figure): a very clear summary of the paper and the reason why it is accepted skim(related works): a first they are almost impossible to understand, and the author are often trying to cite eve...
Mental illnesses, such as depression, are highly prevalent and have been shown to impact an individual’s physical health. Recently, artificial intelligence (AI) methods have been introduced to assist mental health providers, including psychiatrists and
One of the best stories in a scientific paper is “Ants trapped for years in an old bunker; survival by cannibalism and eventual escape” by Rutkowski et al, 2016. First of all: the discovery of ants falling into a pipe that lead to a sealed bunker in Poland. Once inside, the ants ...
This summary of these papers will give you initial insight in disentanglement as well as ideas on what you can explore next. AI, Deep Learning, Disentanglement, NeurIPS, Representation, ResearchTowards a Quantitative Measure of Intelligence: Breaking Down One of the Most Important AI Papers of ...
The authors of this paper — emeritus professors David Colquhoun and Susan Bewley; retired clinical research consultant and HealthSense trustee Les Rose, and HealthSense newsletter editor Mandy Payne as well as IT scientist Simon Perry — feel that AI could be a game-changer in protecting the pub...