DSConv: Efficient Convolution Operator. - Marcelo Gennari Do Nascimento; Victor Prisacariu; Roger Fawcett (ICCV, 2019)

Finding Non-uniform Quantization Schemes Using Multi-task Gaussian Processes. - Marcelo Gennari Do Nascimento; Theo W. Costain; Victor Adrian Prisacariu (ECCV (17), 2020)

HyperBlock Floating Point: Generalised Quantization Scheme for Gradient and Inference Computation. - Marcelo Gennari Do Nascimento; Victor Adrian Prisacariu; Roger Fawcett; Martin Langhammer (WACV, 2023)

SliceGPT: Compress Large Language Models by Deleting Rows and Columns. - Saleh Ashkboos; Maximilian L. Croci; Marcelo Gennari Do Nascimento; Torsten Hoefler; James Hensman (ICLR, 2024)