47 citations · 49 across the 4 of their papers we have counts for
4 papers
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering
Xinyao Shu, Shiyang Yan, Xu Yang +3
Visual question answering (VQA) is a critical multimodal task in which an agent must answer questions according to the visual cue. Unfortunately, language bias is a common problem…
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals
Zhenyuan Lu, Burcu Ozek, Sagar Kamarthi
Pain is a serious worldwide health problem that affects a vast proportion of the population. For efficient pain management and treatment, accurate classification and evaluation of…
Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization
Zhenyuan Lu
Machine learning models can reach high performance on benchmark natural language processing (NLP) datasets but fail in more challenging settings. We study this issue when a pre-tra…
Brief Introduction to Contrastive Learning Pretext Tasks for Visual Representation
Zhenyuan Lu
To improve performance in visual feature representation from photos or videos for practical applications, we generally require large-scale human-annotated labeled data while traini…