24 citations
3 papers
cs.CL2021★ 24 cited
NUVA: A Naming Utterance Verifier for Aphasia Treatment
David Sabate Barbera, Mark Huckvale, Victoria Fleming +7
Anomia (word-finding difficulties) is the hallmark of aphasia, an acquired language disorder most commonly caused by stroke. Assessment of speech performance using picture naming t…
cs.LG2020★ 3 cited
Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum
Jerry Chee, Ping Li
Convergence detection of iterative stochastic optimization methods is of great practical interest. This paper considers stochastic gradient descent (SGD) with a constant learning r…
cs.CV2020★ 6 cited
Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection
Jing Zhang, Jianwen Xie, Nick Barnes
In this paper, we propose a noise-aware encoder-decoder framework to disentangle a clean saliency predictor from noisy training examples, where the noisy labels are generated by un…