Glide with a cape: A low-hassle method to accelerate speculative decoding

C Du, J Jiang, X Yuanchen, J Wu, S Yu, Y Li… - arxiv preprint arxiv …, 2024 - arxiv.org
Speculative decoding is a relatively new decoding framework that leverages small and
efficient draft models to reduce the latency of LLMs. In this study, we introduce GliDe and …

Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation

Y Dai - arxiv preprint arxiv:2411.01469, 2024 - arxiv.org
For open vocabulary recognition of ingredients in food images, segmenting the ingredients
is a crucial step. This paper proposes a novel approach that explores PCA-based feature …

Ingredient-guided Multimodal Self-distillation for Food Image Segmentation.

H Sujuan, S Yuejuan, M Weiqing… - Journal of Chinese …, 2024 - search.ebscohost.com
Objectives: With advancements in computer vision technology, accurately identifying and
segmenting various components in food images has become essential for food nutrition …