CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow
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Updated
Oct 7, 2018 - Python
CNN and Contrastive Autoencoder (CAE) on EMNIST using Tensorflow
Visualizing how deep networks make decisions
Pretrained SimCLRv2 models in Pytorch
Pytorch Implementation of popular self-supervised models
FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)
Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.
CNEP (Contrastive Notes Events Pre-training), Contrastive Learning with Clinical Notes and Events Data Pre-training from MIMIC-III
[ICLR2023] Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation (CDCD).
Siamese Network implementation using Pytorch
Implementation of "Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning" WACV 2023.
The ParroT framework to enhance and regulate the Translation Abilities during Chat based on open-sourced LLMs (e.g., LLaMA-7b, Bloomz-7b1-mt) and human written translation and evaluation data.
Source code for ACL 2023 paper "miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings".
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