Because of rampant security breaches in IoT devices, searching vulnerabilities in massive
IoT ecosystems is more crucial than ever. Recent studies have demonstrated that control …

Curriculum learning (CL) or self-paced learning (SPL) represents a recently proposed
learning regime inspired by the learning process of humans and animals that gradually …

Self-paced learning (SPL) is a recently proposed learning regime inspired by the learning
process of humans and animals that gradually incorporates easy to more complex samples …

Reranking has been a focal technique in multimedia retrieval due to its efficacy in improving
initial retrieval results. Current reranking methods, however, mainly rely on the heuristic …

Research on event-based processing and analysis of media is receiving an increasing
attention from the scientific community due to its relevance for an abundance of applications …

The goal of this paper is to recognize actions in video without the need for examples.
Different from traditional zero-shot approaches we do not demand the design and …

Automatically recognizing a large number of action categories from videos is of significant
importance for video understanding. Most existing works focused on the design of more …

This paper aims for event recognition when video examples are scarce or even completely
absent. The key in such a challenging setting is a semantic video representation. Rather …

Over the past decade, emoji have emerged as a new and widespread form of digital
communication, spanning diverse social networks and spoken languages. We propose …

Self-paced learning (SPL) is a recently proposed paradigm to imitate the learning process of
humans/animals. SPL involves easier samples into training at first and then gradually takes …