Research Papers

Do Video-Language Models Understand Actions? If Not, How To Fix It? Meet Paxion: A Novel Framework For Patching Action Knowledge in Video-Language Foundation Models

AI Shorts
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 that vision-language models have difficulty understanding compositional and order relations in images,...

AI Agents Can Learn to Think While Acting: A New AI Research Introduces A Novel Imitation Learning Framework Called Thought Cloning

AI Shorts
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...

Facebook AI Open-Sources Graph Transformer Networks (GTN) For Automatic Differentiation With Graphs

AI Paper Summary
Graph Transformer Networks (GTN) is an open-source framework with weighted finite-state transducers (WFSTs), a powerful and expressive type of graph. GTN, just like PyTorch,...

LALE: A Python Library Simplifying Automated Machine Learning

AI Paper Summary
Whenever any data scientist thinks of developing a pipeline, they try bringing automated machine learning into the picture to make the task easier. However,...

tsBNgen, a Python Library to Generate Synthetic Data From an Arbitrary Bayesian Network.

AI Paper Summary
When we think of machine learning, the first step is to acquire and train a large dataset. However, many times the data isn’t available...

List of Data Science and Machine Learning GitHub Repositories to Try in 2019

Artificial Intelligence
Here is the list of selected Data Science and Machine Learning GitHub Repositories to Try in 2019 Paper with Code Facebook’s Detectron Training a Model on the...

14 Great Articles To Read About TensorFlow

Applications
First Steps with TensorFlow: ToolkitGoogle + open-source = TensorFlow 9 Things You Should Know About TensorFlowDeep Learning with TensorFlow in Python TensorFlow Tutorial For BeginnersImage Segmentation...

Do We Still Need Traditional Pattern Recognition and Signal Processing in the Age of Deep Learning?

Artificial Intelligence
Deep learning is one of the most successful methods that we have seen in computer science in the last couple of years. Results indicate...

AI Neural Network Types can change Business Power, Services and Tools

Applications
The nature of business tools are changing, and it's all thanks to neural network technology. AI neural networks are designed after the human brain,...

Top Deep Learning Papers

Artificial Intelligence
Here is the list of top deep learning papers prepared by our staff. 1. Deep Learning, by Yann L., Yoshua B. & Geoffrey H. (2015) Deep...

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