danielshaps's repositories

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bold

Dataset associated with "BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation" paper

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edos

Public repository for SemEval 2023 - Task 10 - Explainable Detection of Online Sexism (EDOS)

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edos_data

Original data here: https://github.com/rewire-online/edos

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edward2

A simple probabilistic programming language.

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entropy_estimators

Estimators for the entropy and other information theoretic quantities of continuous distributions

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evoclearn_optccv_2022

Articulatory synthesis samples for Interspeech 2022

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LibriTTSLabel

Alignment files of LibriTTS.

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loss-landscape

Code for visualizing the loss landscape of neural nets

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PAC2BAYES

This repository contains the Python code to reproduce all the figures and experiments presented in the paper: Masegosa, Andrés. R., Learning under Model Misspecification: Applications to Variational and Ensemble methods.

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pals0039

Introduction to deep learning for speech and language processing

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PEEK-Dataset

To make the peek dataset available

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python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

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robustness

Corruption and Perturbation Robustness (ICLR 2019)

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shennong

A Python toolbox for speech features extraction

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swa

Stochastic Weight Averaging in PyTorch

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swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

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tensorflow_addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

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Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

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uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

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variational-nn-pytorch

Variational Neural Networks Pytorch implementation

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VariationalInformationPursuit

Official Implementation for Variational Information Pursuit for Interpretable Predictions (ICLR 2023)

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vit-explain

Explainability for Vision Transformers

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