Difference-Masking: Choosing What to Mask in Continued Pretraining. - Alex Wilf; Syeda Nahida Akter; Leena Mathur; Paul Pu Liang; Sheryl Mathew; Mengrou Shou; Eric Nyberg; Louis-Philippe Morency (EMNLP (Findings), 2023)

Human activity recognition using deep learning approaches and single frame cnn and convolutional lstm. - Sheryl Mathew; Annapoorani Subramanian; Pooja; Bala Murugan MS; Manoj Kumar Rajagopal (CoRR, 2023)

Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation. - Cheng Charles Ma; Kevin Hyekang Joo; Alexandria K. Vail; Sunreeta Bhattacharya; Alvaro Fernandez Garcia; Kailana Baker-Matsuoka; Sheryl Mathew; Lori L. Holt; Fernando De la Torre (CoRR, 2024)

VinaBench: Benchmark for Faithful and Consistent Visual Narratives. - Silin Gao; Sheryl Mathew; Li Mi; Sepideh Mamooler; Mengjie Zhao; Hiromi Wakaki; Yuki Mitsufuji; Syrielle Montariol; Antoine Bosselut (CVPR, 2025)