Improving Prediction Accuracy of Semantic Segmentation Methods Using Convolutional Autoencoder Based Pre-processing Layersby Hisashi ShimodairaFirst…
How to Benchmark Vision Foundation Models for Semantic Segmentation?by Tommie Kerssies, Daan de Geus, Gijs…
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial…
Human-in-the-Loop Segmentation of Multi-species Coral Imageryby Scarlett Raine, Ross Marchant, Brano Kusy, Frederic Maire, Niko…
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase Samplingby Sourajit Saha, Tejas…
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imageryby Ionut M.…
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selectionby Ali Behrouz, Michele…
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsby Donghyun Kim, Byeongho Heo, Dongyoon HanFirst submitted…
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformersby Pingcheng Dong, Yonghao Tan, Dong Zhang, Tianwei…
The Need for Speed: Pruning Transformers with One Recipeby Samir Khaki, Konstantinos N. PlataniotisFirst submitted…