Negative Sample
العيّنة السلبية
تمثيل لصورة مختلفة يجب على النموذج أن يتعلم دفعه بعيداً عن الاستعلام الحالي في فضاء التضمين. كلما زاد عدد العيّنات السلبية صعبت مهمة التمييز وتحسّنت السمات المُتعلَّمة.
A representation of a different image that the model should push away from the current query in embedding space. More negatives create a harder discrimination task and better learned features.
Also translated asالمثال السلبي، العيّنة المختلفة
First appears in this corpus in: GloVe: Global Vectors for Word Representation (2014)
Appears in these papers
- Representation Learning with Contrastive Predictive Coding2018in the sky ✦
- GloVe: Global Vectors for Word Representation2014in the sky ✦
- PinSage: Graph Convolutional Neural Networks for Web-Scale Recommender Systems2018in the sky ✦
- PinSage: Graph Convolutional Neural Networks for Web-Scale Recommender Systems2018in the sky ✦
- A Simple Framework for Contrastive Learning of Visual Representations2020in the sky ✦
- Exploring Simple Siamese Representation Learning2021in the sky ✦
- Exploring Simple Siamese Representation Learning2021in the sky ✦
- SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments2020in the sky ✦