IEEE

Supervised Contrastive Learning Framework and Hardware Implementation of Learned ResNet for Real-Time Respiratory Sound Classification

Abstract: This paper presents a supervised contrastive learning (SCL) framework for respiratory sound classification and the hardware implementation of learned ResNet on field programmable gate array ...
IEEE

SCAResNet: A ResNet Variant Optimized for Tiny Object Detection in Transmission and Distribution Towers

Abstract: Traditional deep-learning-based object detection networks often resize images during the data preprocessing stage to achieve a uniform size and scale in the feature map. Resizing is done to ...
GitHub

Best CIFAR-10, CIFAR-100 results with wide-residual networks using PyTorch

For Torch implementations, see here. After you have cloned the repository, you can train each dataset of either cifar10, cifar100 by running the script below. python ...
GitHub

Reinforcement Learning-Constrained Truncated Diffusion Modeling in End-to-End Autonomous Driving

Generative diffusion models for end-to-end autonomous driving often suffer from mode collapse, tending to generate conservative and homogeneous behaviors. While DiffusionDrive employs predefined ...