The research progress in multimodal learning has grown rapidly over the last decade in
several areas, especially in computer vision. The growing potential of multimodal data …

Driven by deep learning techniques and large-scale datasets, recent years have witnessed
a paradigm shift in automatic lip reading. While the main thrust of Visual Speech …

Visual speech recognition (VSR) is a method of reading speech by noticing the lip actions of
the narrators. Visual speech significantly depends on the visual features derived from the …

Recommender systems represent a critical field of AI technology applications. The core
function of a recommender system is to recommend items of interest to users, but if it is only …

Lipreading is the ability to recognize words or sentences from the mouth movements of a
speaking person. This process is also known as Visual Speech Recognition (VSR) …

Deploying deep learning models in safety-critical applications remains a very challenging
task, mandating the provision of assurances for the dependable operation of these models …

The lockdowns and travel restrictions in the current coronavirus pandemic situation has
replaced face-to-face teaching and meeting with the online alternatives. Recently, the video …

In recent times, Generative Adversarial Networks (GANs) have created a lot of buzz in the
research community. GANs are formulated on the zero-sum game theory, where two neural …

Interest modeling in recommender system has been a constant topic for improving user
experience, and typical interest modeling tasks (eg multi-interest, long-tail interest and long …

Generative based strategy has shown great potential in the Generalized Zero-Shot Learning
task. However, it suffers severe generalization problem due to lacking of feature diversity for …