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GitHub topics: hard-negative-mining

ROCKY2901/HNM-Based-Biomedical-Relation-Extraction

This repository offers a robust implementation of biomedical relation extraction models, featuring Hard Negative Mining to boost performance. Explore baseline and HNM-enhanced models with complete code, pretrained models, and sample data for your experiments. 🦠📦

Language: Jupyter Notebook - Size: 1.61 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

KashifMoin1410/HNM-Based-Biomedical-Relation-Extraction

Implements relation extraction for biomedical texts using Hard Negative Mining to improve accuracy in identifying complex entity relationships. Includes code for data processing, training, and evaluation with BioC-format datasets.

Language: Jupyter Notebook - Size: 1.82 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

ntphuc149/ViIR

ViIR: The Unified Framework for Fine-tuning Vietnamese Information Retrieval Models with Various Tuning Statergies.

Language: Python - Size: 87.9 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

mala-lab/AUGCL

Official code for TNNLS paper "Affinity Uncertainty-based Hard Negative Mining in Graph Contrastive Learning"

Language: Python - Size: 689 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 2

ZhaoJ9014/face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

Language: Python - Size: 8.11 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 3,514 - Forks: 759

songweige/Contrastive-Learning-with-Non-Semantic-Negatives

Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)

Language: Python - Size: 48.8 KB - Last synced at: 4 months ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 8

junxia97/ProGCL

[ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"

Language: Python - Size: 33.2 KB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 45 - Forks: 5

KlaraGtknst/master-seminar-ies

This repository stores work for a seminar for my master's degree. The course is held from the chair Intelligent Embedded Systems (IES). My topic is Approaches for finding sample pairs in contrastive learning.

Language: TeX - Size: 33.1 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

saimj7/Object-Detection-Algorithms

Detection algorithms and applications from famous papers; simple theory; solid code.

Language: Python - Size: 103 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 4

OpenMatch/ANCE-Tele

Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives".

Language: Python - Size: 853 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 1

viniavskyi-ostap/superglue-lightning Fork of magicleap/SuperGluePretrainedNetwork 📦

SuperGlue training pipeline written using Pytorch Lightning

Language: Python - Size: 116 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

meng1994412/Custom_Object_Detector

Custom Object Detector

Language: Python - Size: 7.92 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

ryanquinnnelson/CMU-02699-Image-Segmentation-via-GANs-v2

Spring 2022 Bioimage Informatics (Self-Study ) project using triplet loss and hard negative mining

Language: Python - Size: 2.71 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 1

shah-deven/SVM-Object-Detection

Train a SVM and for detecting human upper bodies in TV series The Big Bang Theory

Language: Matlab - Size: 61.4 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 2

bupt-ai-cz/ImageRetrieval_DF_CDVS Fork of WendyDong/ImageRetrieval_DF_CDVS

https://teacher.bupt.edu.cn/zhuchuang/en/index.htm

Language: Python - Size: 492 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0

shiv-gpt/Machine-Learning

Language: Matlab - Size: 14.6 KB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

Related Keywords
hard-negative-mining 16 contrastive-learning 6 deep-learning 5 pytorch 4 svm 3 object-detection 2 machine-learning 2 feature-extraction 2 face-detection 2 computer-vision 2 stochastic-gradient-descent 2 svm-classifier 2 graph-neural-networks 2 information-retrieval 2 bioc 2 bioinformatics 2 bioinformatics-dataset 2 biomedical-nlp 2 biomedical-relation-extraction 2 entity-relation-modeling 2 relation-extraction 2 fine-tuning 2 opencv 1 machine-learning-algorithms 1 template-matching 1 viola-jones 1 yolo 1 catastrophic-forgetting 1 dense-retrieval 1 training-stability 1 image-matching 1 metric-learning 1 outdoor-matching 1 python 1 pytorch-lightning 1 superglue 1 torch 1 coordinate-descent 1 image-detection 1 image-retrieval 1 gan 1 image-segmentation 1 cnn-model 1 triplet-loss 1 histogram-of-oriented-gradients 1 quadratic-programming 1 cdvs 1 svm-model 1 ridge-regression 1 matlab 1 natural-language-processing 1 baseline 1 bi-encoder 1 plms 1 positive-pair 1 vietnamese 1 graph-contrastive-learning 1 graph-learning 1 uncertainty-estimation 1 artificial-intelligence 1 convolutional-neural-network 1 data-augmentation 1 face-alignment 1 face-landmark-detection 1 face-recognition 1 imbalanced-learning 1 model-training 1 nus 1 supervised-learning 1 tencent 1 transfer-learning 1 neurips-2021 1 self-supervised-learning 1 graph-self-supervised-learning 1 icml-2022 1 unsupervised-learning 1 custom-object-detection 1 dlib 1 haar-cascade 1 hog-features 1 non-maximum-suppression 1