| 2024 | LyriX : Automated Lyrics Transcription Using Deep Learning-Based Residual UNet Model. | Arijit Roy, Esha Baweja, Ashish Kumar |
| 2024 | ECSGen and iZen: A New NLP Task and a Zeroshot Framework to Perform it. | Md. Riyadh, M. Omair Shafiq |
| 2024 | Using Deep Neural Networks to Quantify Parking Dwell Time. | Marcelo Eduardo Marques Ribas, Heloisa Benedet Mendes, Luiz Eduardo Soares de Oliveira, Luiz Antonio Zanlorensi, Paulo R. Lisboa de Almeida |
| 2024 | Graph Integration for Diffusion-Based Manifold Alignment. | Jake S. Rhodes, Adam G. Rustad |
| 2024 | Enhancing High-Frequency Trading with Deep Reinforcement Learning Using Advanced Positional Awareness Under a Directional Changes Paradigm. | George Rayment, Michael Kampouridis |
| 2024 | Preserving Accuracy While Stealing Watermarked Deep Neural Networks. | Aritra Ray, Farshad Firouzi, Kyle Lafata, Krishnendu Chakrabarty |
| 2024 | A Machine Learning Approach for Identifying HLA Variants Associated with Symptomatic and Asymptomatic COVID-19. | Atul Rawal, Rayam Jawa, Zuben E. Sauna |
| 2024 | Quantifying Influencer Impact on Affective Polarization. | Rezaur Rashid, Joshua Melton, Ouldouz Ghorbani, Siddharth Krishnan, Shannon Reid, Gabriel Terejanu |
| 2024 | GEM-RAG: Graphical Eigen Memories for Retrieval Augmented Generation. | Brendan Hogan Rappazzo, Yingheng Wang, Aaron M. Ferber, Carla Gomes |
| 2024 | Critic Loss for Image Classification. | Brendan Hogan Rappazzo, Aaron M. Ferber, Carla Gomes |
| 2024 | Quasi-Adam: Accelerating Adam Using Quasi-Newton Approximations. | Aditya Ranganath, Irabiel Romero Ruiz, Mukesh Singhal, Roummel F. Marcia |
| 2024 | Evaluation of Few-Shot Learning Algorithms, Training Methods, Backbones and Learning Task for Crack Detection in Manufacturing. | Mehta Dharmil Rajesh, Safa Omri, Niclas Renner, Kristian Schaeffer, Jens Neuhttler, Johannes Schniertshauer |
| 2024 | Comparative Analysis of Inference Performance of Pre-Trained Deep Neural Networks in Analog Accelerators. | Mafizur Rahman, Lin Li, Lijun Qian, Max Huang |
| 2024 | Multi-Task Learning for Material Property Prediction. | Chowdhury Mohammad Abid Rahman, Nishat B. Alam, Amr S. El-Wakeel, JuHyeong Ryu, Prashnna K. Gyawali |
| 2024 | CLE: Context-Aware Local Explanations for High Dimensional Tabular Data. | Fazle Rahat, M. Shifat Hossain, Md Rubel Ahmed, Rickard Ewetz |
| 2024 | Detection of Behavioral Health Challenges in High School Students. | Thiru Radhakrishnan, Emilio Ingenito, Ugo A. Buy, M. Pieta Keller, Kyle W. Boerke |
| 2024 | Virtual-Coordinate Based Sampling and Embedding for Machine Learning with Graph Data. | Zheyi Qin, Anura P. Jayasumana, Randy C. Paffenroth |
| 2024 | SEATTNET: UNET Enhanced with Squeeze-Excited Attention Gates for Ice-Calving Front Segmentation. | Rohan Putatunda, Sanjay Purushotham, Vandana P. Janeja |
| 2024 | SAFARI: Self-regulAted Clustered FederAted Learning in a HeteRogeneous EnvIronment. | Sai Puppala, Ismail Hossain, Md Jahangir Alam, Sajedul Talukder |
| 2024 | AssemAI: Interpretable Image-Based Anomaly Detection for Manufacturing Pipelines. | Renjith Prasad, Chathurangi Shyalika, Fadi El Kalach, Revathy Venkataramanan, Ramtin Zand, Ramy F. Harik, Amit P. Sheth |
| 2024 | BrainLeaks: On the Privacy-Preserving Properties of Neuromorphic Architectures against Model Inversion Attacks. | Hamed Poursiami, Ihsen Alouani, Maryam Parsa |
| 2024 | Data-Driven Graph Construction of Power Flow Graphs for Electric Power Transmission Networks. | Benjamin Poole, Rajan Ratnakumar, Dulip Tharaka Madurasinghe, Christian Kmmerle, Ganesh Kumar Venayagamoorthy, Minwoo Lee |
| 2024 | An Evaluation of Low-Shot Learning Techniques for the Detection of Credit Card Fraud. | Preston Billion-Polak, Taghi M. Khoshgoftaar |
| 2024 | Enhancing Long-Term Re-Identification Robustness Using Synthetic Data: A Comparative Analysis. | Christian Pionzewski, Rebecca Rademacher, Jrme Rutinowski, Antonia Ponikarov, Stephan Matzke, Tim Chilla, Pia Schreynemackers, Alice Kirchheim |
| 2024 | A Dissimilarity-Based Countermeasure for Detecting Replay Attacks in Speaker Verification. | Maria Eduarda Maciel Pinto, Alceu de Souza Britto Jr., Andre Gustavo Hochuli |