3 papers
cs.CV2025
DSConv: Dynamic Splitting Convolution for Pansharpening
Xuanyu Liu, Bonan An
Aiming to obtain a high-resolution image, pansharpening involves the fusion of a multi-spectral image (MS) and a panchromatic image (PAN), the low-level vision task remaining signi…
cs.CV2025
Multi-Granularity Vision Fastformer with Fusion Mechanism for Skin Lesion Segmentation
Xuanyu Liu, Huiyun Yao, Jinggui Gao +3
Background:Convolutional Neural Networks(CNN) and Vision Transformers(ViT) are the main techniques used in Medical image segmentation. However, CNN is limited to local contextual i…
cs.DC2025
Static Batching of Irregular Workloads on GPUs: Framework and Application to Efficient MoE Model Inference
Yinghan Li, Yifei Li, Jiejing Zhang +13
It has long been a problem to arrange and execute irregular workloads on massively parallel devices. We propose a general framework for statically batching irregular workloads into…