Shreyas Saxena

Publications by Year

Research Areas

Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Face and Expression Recognition, Speech Recognition and Synthesis

Most-Cited Works

• Convolutional Neural Fabrics(2016)
• → Heterogeneous Face Recognition with CNNs(2016)116 cited
• Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum(2019)
• → Learning Soft Labels via Meta Learning(2020)18 cited
• → Coordinated Local Metric Learning(2015)14 cited
• → Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting(2021)8 cited
• → SPDF: Sparse Pre-training and Dense Fine-tuning for Large Language Models(2023)7 cited
• → Learning Unsupervised Visual Grounding Through Semantic Self-Supervision(2019)6 cited
• → MediSwift: Efficient Sparse Pre-trained Biomedical Language Models(2024)3 cited