1. Exploring Hybrid Pre-Training and Fine-Tuning Strategies for Multimodal Transfer Learning in Cross-Modal Retrieval Open Access Author: Agarwala, Jayesh Title: Exploring Hybrid Pre-Training and Fine-Tuning Strategies for Multimodal Transfer Learning in Cross-Modal Retrieval Area of Honors: Computer Science Keywords: Cross-Modal RetrievalMultimodal Transfer LearningDomain Adaptation File: Download Honors-Thesis-Jayesh-Agarwala.pdf Thesis Supervisors: Wang-Chien Lee, Thesis SupervisorTing He, Thesis Honors Advisor
2. Cross-Species Prediction of Transcription Factor Binding Open Access Author: Agarwala, Vandana Title: Cross-Species Prediction of Transcription Factor Binding Area of Honors: Computer Science Keywords: Gene RegulationDeep LearningTransfer LearningDomain AdaptationComputational BiologyBioinformaticsMachine Learning File: Download Thesis_UG.pdf Thesis Supervisors: Shaun Mahony, Thesis SupervisorJohn Joseph Hannan, Thesis Honors Advisor
3. Neural Networks for Regulatory Element Analysis at Repetitive Genomic Regions Restricted (Penn State Only) Author: Shi, Jeff Title: Neural Networks for Regulatory Element Analysis at Repetitive Genomic Regions Area of Honors: Biochemistry and Molecular Biology Keywords: Neural NetworksENCODEDomain AdaptationTransposable ElementsRepetitive Regions File: Login to Download Thesis Supervisors: Shaun Mahony, Thesis SupervisorYing Gu, Thesis Honors Advisor