Publications (8)
Global-Local Attention for Emotion Recognition
Nhat Le, Khanh Nguyen, Anh Nguyen +1
Human emotion recognition is an active research area in artificial intelligence and has made substantial progress over the past few years. Many recent works mainly focus on facial…
Semi-Supervised Adversarial Discriminative Domain Adaptation
Thai-Vu Nguyen, Anh Nguyen, Nghia Le +1
Domain adaptation is a potential method to train a powerful deep neural network, which can handle the absence of labeled data. More precisely, domain adaptation solving the limitat…
Language-Conditioned Affordance-Pose Detection in 3D Point Clouds
Toan Nguyen, Minh Nhat Vu, Baoru Huang +6
Affordance detection and pose estimation are of great importance in many robotic applications. Their combination helps the robot gain an enhanced manipulation capability, in which…
A Frequent Closed Itemsets Lattice-based Approach for Mining Minimal Non-Redundant Association Rules
Bay Vo, Bac Le
There are many algorithms developed for improvement the time of mining frequent itemsets (FI) or frequent closed itemsets (FCI). However, the algorithms which deal with the time of…
From Visual Explanations to Counterfactual Explanations with Latent Diffusion
Tung Luu, Nam Le, Duc Le +1
Visual counterfactual explanations are ideal hypothetical images that change the decision-making of the classifier with high confidence toward the desired class while remaining vis…
Attention Gate in Traffic Forecasting
Anh Lam, Anh Nguyen, Bac Le
Because of increased urban complexity and growing populations, more and more challenges about predicting city-wide mobility behavior are being organized. Traffic Map Movie Forecast…
TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version
Duc Kieu, Tung Kieu, Peng Han +3
Due to the global trend towards urbanization, people increasingly move to and live in cities that then continue to grow. Traffic forecasting plays an important role in the intellig…
Uncertainty-aware Label Distribution Learning for Facial Expression Recognition
Nhat Le, Khanh Nguyen, Quang Tran +3
Despite significant progress over the past few years, ambiguity is still a key challenge in Facial Expression Recognition (FER). It can lead to noisy and inconsistent annotation, w…