SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition. - Iain Melvin; Eugene Ie; Rui Kuang; Jason Weston; William Stafford Noble; Christina S. Leslie (BMC Bioinform., 2007)

Multi-class Protein Classification Using Adaptive Codes. - Iain Melvin; Eugene Ie; Jason Weston; William Stafford Noble; Christina S. Leslie (J. Mach. Learn. Res., 2007)

Combining classifiers for improved classification of proteins from sequence or structure. - Iain Melvin; Jason Weston; Christina S. Leslie; William Stafford Noble (BMC Bioinform., 2008)

RANKPROP: a web server for protein remote homology detection. - Iain Melvin; Jason Weston; Christina S. Leslie; William Stafford Noble (Bioinform., 2009)

Feature Set Embedding for Incomplete Data. - David Grangier; Iain Melvin (NIPS, 2010)

Detecting Remote Evolutionary Relationships among Proteins by Large-Scale Semantic Embedding. - Iain Melvin; Jason Weston; William Stafford Noble; Christina S. Leslie (PLoS Comput. Biol., 2011)

Grounded Objects and Interactions for Video Captioning. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CoRR, 2017)

Attend and Interact: Higher-Order Object Interactions for Video Understanding. - Chih-Yao Ma; Asim Kadav; Iain Melvin; Zsolt Kira; Ghassan AlRegib; Hans Peter Graf (CVPR, 2018)

MCTR: Multi Camera Tracking Transformer. - Alexandru Niculescu-Mizil; Deep Patel; Iain Melvin (WACV (Workshops), 2025)

Group Relative Augmentation for Data Efficient Action Detection. - Deep Anil Patel; Iain Melvin; Zachary Izzo; Martin Renqiang Min (CoRR, 2025)