1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.SD2023
Improving Self-Supervised Learning for Audio Representations by Feature Diversity and Decorrelation
Bac Nguyen, Stefan Uhlich, Fabien Cardinaux
Self-supervised learning (SSL) has recently shown remarkable results in closing the gap between supervised and unsupervised learning. The idea is to learn robust features that are…
cs.SD2022★ 1 cited
Neural Predictor for Black-Box Adversarial Attacks on Speech Recognition
Marie Biolková, Bac Nguyen
Recent works have revealed the vulnerability of automatic speech recognition (ASR) models to adversarial examples (AEs), i.e., small perturbations that cause an error in the transc…
cs.CV2021
A Simple Approach for Zero-Shot Learning based on Triplet Distribution Embeddings
Vivek Chalumuri, Bac Nguyen
Given the semantic descriptions of classes, Zero-Shot Learning (ZSL) aims to recognize unseen classes without labeled training data by exploiting semantic information, which contai…