Results 111 to 120 of about 328,450 (323)

Zero-Shot Hashing via Transferring Supervised Knowledge

, 2016
Hashing has shown its efficiency and effectiveness in facilitating large-scale multimedia applications. Supervised knowledge e.g. semantic labels or pair-wise relationship) associated to data is capable of significantly improving the quality of hash ...
Frome A., Gionis A., Huang E. H., Jayaraman D., Kang W.-C., Krizhevsky A., Larochelle H., Liu W., Norouzi M., Petrović S., Romera-Paredes B., Socher R., Turian J., Weiss Y., Wen Z., Wu T. T., Xia R., Zhang H.   +17 more
core   +1 more source

Semantic Gaps Are Dangerous

, 2014
Semantic gaps are dangerous Language adapts to the environment where it serves as a tool to communication. Language is a social agreement, and we all have to stick to both grammaticalized and non-grammaticalized rules in order to pass information about the world around us. As such language develops and adapts constantely.
Ejstrup, Michael, le Fevre Jakobsen, Bjarne   +1 more
openaire   +4 more sources

OBUSight: Clinically Aligned Generative AI for Ophthalmic Ultrasound Interpretation and Diagnosis

Advanced Science, EarlyView.
OBUSight, a clinically aligned generative AI model that jointly generates reports and predicts diseases through multimodal semantic alignment, was trained and validated on a large multicenter dataset. OBUSight outperformed eight state‐of‐the‐art models, provided clinically reliable reports, enhanced diagnostic efficiency, and achieved performance ...
Xiaocong Liu, An Shao, Bingtao Guan, Ziyao Luo, Weiyi Lai, Xiaoling Huang, Jun Liu, Jie Yan, Huimin Li, Xiangji Pan, Jiawei Wang, Zichang Su, Yih Chung Tham, Jie Yang, Haotian Lin, Juan Ye, Hongxia Xu, Jian Wu   +17 more
wiley   +1 more source

Sensitivity to Filler–Gap Dependency Violations in the L1 vs. L2: Evidence from Speeded Judgement Tasks

Languages
We carried out four timed judgement experiments investigating whether bilingual speakers differ in their sensitivity to different kinds of filler–gap dependency violation in L1 German and L2 English.
Aleksandra Trifonova, Claudia Felser
doaj   +1 more source

Novel cross-dimensional coarse-fine-grained complementary network for image-text matching [PDF]

PeerJ Computer Science
The fundamental aspects of multimodal applications such as image-text matching, and cross-modal heterogeneity gap between images and texts have always been challenging and complex.
Meizhen Liu, Anis Salwa Mohd Khairuddin, Khairunnisa Hasikin, Weitong Liu   +3 more
doaj   +2 more sources

Image Understanding by Socializing the Semantic Gap [PDF]

, 2018
Tiberio Uricchio
openalex   +1 more source

Bridging the Gap between Synthetic and Natural Questions via Sentence Decomposition for Semantic Parsing [PDF]

, 2023
Yilin Niu, Fei Huang, Wei Liu, Jianwei Cui, Bin Wang, Minlie Huang   +5 more
openalex   +1 more source

S3RL: Enhancing Spatial Single‐Cell Transcriptomics With Separable Representation Learning

Advanced Science, EarlyView.
Separable Spatial Representation Learning (S3RL) is introduced to enhance the reconstruction of spatial transcriptomic landscapes by disentangling spatial structure and gene expression semantics. By integrating multimodal inputs with graph‐based representation learning and hyperspherical prototype modeling, S3RL enables high‐fidelity spatial domain ...
Laiyi Fu, Penglei Wang, Gaoyuan Xu, Jitao Lu, Qinke Peng, Danyang Wu, Hequan Sun   +6 more
wiley   +1 more source

UniMR: A Plug‐and‐Play Framework of Automated Molecular Recognition for Scanning Tunneling Microscopy

Advanced Science, EarlyView.
UniMR, a training‐free framework for automated molecular recognition in STM images. By integrating adaptive feature selection with CLIP embeddings and Gaussian Mixture Modeling, UniMR achieves robust performance across diverse molecular systems and low‐resolution conditions.
Ziqiang Cao, Lingyin Zhang, Bingzheng Wu, Haonan Chen, Junhao Sun, Linghao Yan, Wenfei Li, Yangyang Wu, Zhifang Wang, Qigang Zhong, Lifeng Chi   +10 more
wiley   +1 more source

Reduction of semantic gap in content-based image retrieval

, 2021
Gita Das
openalex   +1 more source