2 papers
cs.CV2026
Understanding vision transformer robustness through the lens of out-of-distribution detection
Joey Kuang, Alexander Wong
Vision transformers have shown remarkable performance in vision tasks, but enabling them for accessible and real-time use is still challenging. Quantization reduces memory and infe…
cs.LG2023
On Calibration of Modern Quantized Efficient Neural Networks
Joey Kuang, Alexander Wong
We explore calibration properties at various precisions for three architectures: ShuffleNetv2, GhostNet-VGG, and MobileOne; and two datasets: CIFAR-100 and PathMNIST. The quality o…