Abstract: The cross-entropy loss function is widely used in model training, but in some scenarios, its sensitivity to label noise and the imbalance of samples have led to training constraints. In this ...

ABSTRACT: Treatment-Resistant Depression (TRD) remains one of the most challenging subtypes of major depressive disorder, affecting approximately one-third of patients and leading to significant ...

Seen on influencers, pop stars and White House staff, cross necklaces are popping up everywhere. By Misty White Sidell When Arianna Salerno first moved to Washington, D.C., in 2022 to attend Catholic ...

Blue Cross Blue Shield of Massachusetts says it will soon stop covering popular drugs for weight loss, like Ozempic and Wegovy. The medications have skyrocketed in price and popularity, but they're ...

ABSTRACT: Speech Emotion Recognition (SER) is crucial for enhancing human-computer interactions by enabling machines to understand and respond appropriately to human emotions. However, accurately ...

in language_module.py, when use cross_entropy_loss_fusion with TE < 2.1, te_parallel_cross_entropy will return None, and cause loss ERROR. labels = labels.transpose(0, 1).contiguous() if ...

Abstract: Contemporary deep face recognition techniques predominantly utilize the Softmax loss function, designed based on the similarities between sample features and class prototypes. These ...

Artificial intelligence depends on its ability to interpret data, adapt to dynamic environments, and make decisions with incomplete information. At the heart of these processes lies entropy—a metric ...