| 2021 | An AI Approach for Reducing Residual Motion and Noise from Myocardial Perfusion for Assessment of Coronary Artery Disease. | Mahmud Hasan |
| 2021 | Patient representation learning from EHR data. | Guillaume Desmarais-de Grandpr |
| 2021 | Driving Scene Understanding: How much temporal context and spatial resolution is necessary? | Ramashish Gaurav, Bryan P. Tripp, Apurva Narayan |
| 2021 | Product Matching Lessons and Recommendations from a Real World Application. | Jrmy Foxcroft, Tianle Chen, Kanchana Padmanabhan, Brian Keng, Luiza Antonie |
| 2021 | extending PySyft with N.-IID Federated Learning Benchmarkby Houda Bouraqqadi, Ayoub Berrag, Mohamed Mhaouach, Afaf Bouhoute, Khalid Fardousse, and Ismail Berrada: Learning to Recover Reasoning Chains for Multi-Hop Question Answering via Cooperative Games. | Yufei Feng, Mo Yu, Wenhan Xiong, Xiaoxiao Guo, Junjie Huang, Shiyu Chang, Murray Campbell, Michael A. Greenspan, Xiaodan Zhu |
| 2021 | Enhancing Pretrained Models with Domain Knowledge. | Yufei Feng, Michael A. Greenspan, Xiaodan Zhu |
| 2021 | Semantic Similarity Matching Using Contextualized Representations. | Farhood Farahnak, Elham Mohammadi, MohammadReza Davari, Leila Kosseim |
| 2021 | Semi-Supervised Time Point Clustering for Multivariate Time Series. | Benjamin Ertl, Jrg Meyer, Matthias Schneider, Achim Streit |
| 2021 | Learning to Model Prosodic and Spectral Features for Non-parallel Emotive Speech Conversion. | Sri Harsha Dumpala, Sageev Oore |
| 2021 | Ultra Efficient Transfer Learning with Meta Update for Continuous EEG Classification Across Subjects. | Tiehang Duan, Mihir Chauhan, Mohammad Abuzar Shaikh, Jun Chu, Sargur N. Srihari |
| 2021 | Interpretability of polypharmacy deep-learning models. | Lynda Dib |
| 2021 | HEAL: Heterogeneous Ensemble and Active Learning Framework. | Anubhav Chhabra, Tirumala Sree Akhil Nandyala, Paula Branco |
| 2021 | EASTER: Simplifying Text Recognition using only 1D Convolutions. | Kartik Chaudhary, Raghav Bali |
| 2021 | Using Sentiment Information for Preemptive Detection of Harmful Comments in Online Conversations. | loi Brassard-Gourdeau, Richard Khoury |
| 2021 | Investigating the State-of-the-Art Performance and Explainability of Legal Judgment Prediction. | Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu |
| 2021 | Extracting Interesting Sequence Association Rules from a High-Dimensional Healthcare Dataset using Multiobjective Metaheuristics. | Thophile Berteloot |
| 2021 | Leveraging semantic for community mining in multilayer networks. | Mohamed Benabdelkrim, Cline Robardet, Jean Savinien |
| 2021 | Active Measure Reinforcement Learning for Observation Cost Minimization. | Colin Bellinger, Rory Coles, Mark Crowley, Isaac Tamblyn |
| 2021 | Latent Vector Recovery of Audio GANs with Application in Deepfake Audio Detection. | Nicky Bayat, Vahid Reza Khazaie, Andrew Keyes, Yalda Mohsenzadeh |
| 2021 | Transfer Learning and Language Model Adaption for Low Resource Speech Recognition. | Tasha Baller, Kaelen Bennett, Howard J. Hamilton |
| 2021 | Topic Modeling in Embedding Spaces for Depression Assessment. | Maxime D. Armstrong, Diego Maupom, Marie-Jean Meurs |
| 2021 | Topic Models for Assessment of Mental Health Issues. | Maxime D. Armstrong, Diego Maupom, Marie-Jean Meurs |
| 2021 | Eye-focused Detection of Bell's Palsy in Videos. | Sharik Ali Ansari, Koteswar Rao Jerripothula, Pragya Nagpal, Ankush Mittal |
| 2021 | Incremental Learning with Self-labeling of Incoming High-dimensional Data. | Farzana Anowar, Samira Sadaoui |
| 2021 | Using Market Indicators to Eliminate Local Trends for Financial Time Series Cross-Correlation Analysis. | Zohreh Alamatian, Majid Vafaei Jahan, Amin Milani Fard |