57 citations · 61 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 3 cited
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
Byoungjip Kim, Sungik Choi, Dasol Hwang +2
Despite surprising performance on zero-shot transfer, pre-training a large-scale multimodal model is often prohibitive as it requires a huge amount of data and computing resources.…
eess.IV2019★ 1 cited
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour
Kushal Datta, Imtiaz Hossain, Sun Choi +4
Existing approaches to train neural networks that use large images require to either crop or down-sample data during pre-processing, use small batch sizes, or split the model acros…
cs.LG2019★ 57 cited
Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model
Aishwarya Bhandare, Vamsi Sripathi, Deepthi Karkada +4
In this work, we quantize a trained Transformer machine language translation model leveraging INT8/VNNI instructions in the latest Intel Xeon Cascade Lake p…