3 citations · 3 across the 6 of their papers we have counts for
8 papers
Detection-Fusion for Knowledge Graph Extraction from Videos
Taniya Das, Louis Mahon, Thomas Lukasiewicz
One of the challenging tasks in the field of video understanding is extracting semantic content from video inputs. Most existing systems use language models to describe videos in n…
Minimum Description Length Clustering to Measure Meaningful Image Complexity
Louis Mahon, Thomas Lukasiewicz
Existing image complexity metrics cannot distinguish meaningful content from noise. This means that white noise images, which contain no meaningful information, are judged as highl…
Correcting Flaws in Common Disentanglement Metrics
Louis Mahon, Lei Shah, Thomas Lukasiewicz
Recent years have seen growing interest in learning disentangled representations, in which distinct features, such as size or shape, are represented by distinct neurons. Quantifyin…
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation
Louis Mahon, Thomas Lukasiewicz
Online deep clustering refers to the joint use of a feature extraction network and a clustering model to assign cluster labels to each new data point or batch as it is processed. W…
Efficient Deep Clustering of Human Activities and How to Improve Evaluation
Louis Mahon, Thomas Lukasiewicz
There has been much recent research on human activity re\-cog\-ni\-tion (HAR), due to the proliferation of wearable sensors in watches and phones, and the advances of deep learning…
The Proof is in the Pudding: Using Automated Theorem Proving to Generate Cooking Recipes
Louis Mahon, Carl Vogel
This paper presents FASTFOOD, a rule-based Natural Language Generation Program for cooking recipes. Recipes are generated by using an Automated Theorem Proving procedure to select…
Selective Pseudo-label Clustering
Louis Mahon, Thomas Lukasiewicz
Deep neural networks (DNNs) offer a means of addressing the challenging task of clustering high-dimensional data. DNNs can extract useful features, and so produce a lower dimension…
Knowledge Graph Extraction from Videos
Louis Mahon, Eleonora Giunchiglia, Bowen Li +1
Nearly all existing techniques for automated video annotation (or captioning) describe videos using natural language sentences. However, this has several shortcomings: (i) it is ve…