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Found 11 papers, 3 papers with code
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance
One in twenty-five patients admitted to a hospital will suffer from a hospital acquired infection.
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification
An efficient end-to-end implementation of GalaXC is presented that could be trained on a dataset with 50M labels and 97M training documents in less than 100 hours on 4×V100 GPUs.
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
The representation learning on textual graph is to generate low-dimensional embeddings for the nodes based on the individual textual features and the neighbourhood information.
Diversity driven Query Rewriting in Search Advertising
For head and torso search queries, sponsored search engines use a huge repository of same intent queries and keywords, mined ahead of time.
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation
Unsupervised domain adaptation (DA) has gained substantial interest in semantic segmentation.
Ranked #4 on
Domain Generalization
on GTA5-to-Cityscapes
NGAME: Negative Mining-aware Mini-batching for Extreme Classification
This paper identifies that memory overheads of popular negative mining techniques often force mini-batch sizes to remain small and slow training down.
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search
To leverage the strengths of both methods, we propose CLOVER-Unity, a novel approach that unifies generative and dense retrieval methods in one single model.
Video and Synthetic MRI Pre-training of 3D Vision Architectures for Neuroimage Analysis
The resulting pre-trained models can be adapted to a range of downstream neuroimaging tasks, even when training data for the target task is limited.
Forms of Understanding of XAI-Explanations
Explainability has become an important topic in computer science and artificial intelligence, leading to a subfield called Explainable Artificial Intelligence (XAI).
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
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