tensorflow

tensorflow/tensorflow 27 Feb 2019

An Open Source Machine Learning Framework for Everyone

BIG-bench Machine Learning

transformers

huggingface/transformers 22 Jun 2021

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Open-Domain Question Answering Retrieval

Fine-mixing: Mitigating Backdoors in Fine-tuned Language Models

huggingface/pytorch-transformers 18 Oct 2022

In this work, we take the first step to exploit the pre-trained (unfine-tuned) weights to mitigate backdoors in fine-tuned language models.

Language Modelling Sentence +4

Parsing as Pretraining

huggingface/pytorch-pretrained-BERT 5 Feb 2020

We first cast constituent and dependency parsing as sequence tagging.

Dependency Parsing Language Modelling

Chain-of-Thought Prompt Distillation for Multimodal Named Entity Recognition and Multimodal Relation Extraction

hwchase17/langchain 25 Jun 2023

Multimodal Named Entity Recognition (MNER) and Multimodal Relation Extraction (MRE) necessitate the fundamental reasoning capacity for intricate linguistic and multimodal comprehension.

Data Augmentation Domain Generalization +5

pytorch

pytorch/pytorch 28 Jun 2020

Tensors and Dynamic neural networks in Python with strong GPU acceleration

High-Resolution Image Synthesis with Latent Diffusion Models

compvis/stable-diffusion CVPR 2022

By decomposing the image formation process into a sequential application of denoising autoencoders, diffusion models (DMs) achieve state-of-the-art synthesis results on image data and beyond.

Denoising Image Inpainting +5

Gender Classification and Bias Mitigation in Facial Images

Developer-Y/cs-video-courses 13 Jul 2020

We worked to increase classification accuracy and mitigate algorithmic biases on our baseline model trained on the augmented benchmark database.

Classification Gender Classification +1

Gender Classification from Iris Texture Images Using a New Set of Binary Statistical Image Features

Developer-Y/cs-video-courses 1 May 2019

This paper explores the use of a Binary Statistical Features (BSIF) algorithm for classifying gender from iris texture images captured with NIR sensors.

Classification Gender Classification +3