2 papers
cs.CL2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
Siyue Zhang, Yilun Zhao, Liyuan Geng +3
Large language model (LLM)-based embedding models, benefiting from large scale pre-training and post-training, have begun to surpass BERT and T5-based models on general-purpose tex…
cs.CV2024
Applying ViT in Generalized Few-shot Semantic Segmentation
Liyuan Geng, Jinhong Xia, Yuanhe Guo
This paper explores the capability of ViT-based models under the generalized few-shot semantic segmentation (GFSS) framework. We conduct experiments with various combinations of ba…