6 accepted papers
ATL and Strategy Logic (SL) are important languages for representation and reasoning about strategic abilities of coalitions in multi-agent systems. In analyzing strategies of agents in multi-agent systems, an important concept to consider is rationality. Strategy Logic can express rationality conce
Due to its rich characteristic and high accuracy, palmprint patterns have played an important role in identity recognition. However, current palmprint recognition techniques often concentrate on extracting salient features, neglecting the interactions between local and global textural attributes in…
Regularization is one of the most fundamental topics in optimization, statistics and machine learning. To get sparsity in estimating a parameter $u\in\mathbb{R}^d$, an $\ell_q$ penalty term, $\Vert u\Vert_q$, is usually added to the objective function. What is the probabilistic distribution correspo…
Recently, deep learning techniques are soaring and have shown dramatic improvements in real-world noisy image denoising. However, the statistics of real noise generally vary with different camera sensors and in-camera signal processing pipelines. This will induce problems of most deep denoisers for…
The use of finger-vein (FV) trait for the purpose of identity authentication has attracted much attention in recent years. However, most of the conventional FV recognition methods are hand-crafted by design and require strong prior knowledge, which are ineffective at expressing the distinctiveness o…
Least squares regression (LSR) has two main issues that greatly limits the improvement of performance: 1) The target matrix is too rigid leading to a large regression error; 2) the underlying geometric structure of the training data is often ignored to learn a more discriminative projection matrix.…