Gonçalo Mordido

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Monte Carlo Methods

Language Generation

Error Estimation

Top Venues

Trans. Mach. Learn. Res.

Publications

Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar
Promoting Exploration in Memory-Augmented Adam using Critical Momenta. Trans. Mach. Learn. Res. 2024 (2024)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
Fast and Accurate Output Error Estimation for Memristor-Based Deep Neural Networks. IEEE Trans. Signal Process. 72 (2024)
Abdelrahman Zayed, Gonçalo Mordido, Ioana Baldini, Sarath Chandar
Why Don't Prompt-Based Fairness Metrics Correlate? ACL (1) (2024)
Abdelrahman Zayed, Gonçalo Mordido, Ioana Baldini, Sarath Chandar
Why Don't Prompt-Based Fairness Metrics Correlate? CoRR (2024)
Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar
Fairness-Aware Structured Pruning in Transformers. AAAI (2024)
Kamran Chitsaz, Quentin Fournier, Gonçalo Mordido, Sarath Chandar
Exploring Quantization for Efficient Pre-Training of Transformer Language Models. CoRR (2024)
Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, Ioana Baldini, Sarath Chandar
Fairness-Aware Structured Pruning in Transformers. CoRR (2023)
Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness. AAAI (2023)
Abdelrahman Zayed, Gonçalo Mordido, Samira Shabanian, Sarath Chandar
Should We Attend More or Less? Modulating Attention for Fairness. CoRR (2023)
Pranshu Malviya, Gonçalo Mordido, Aristide Baratin, Reza Babanezhad Harikandeh, Jerry Huang, Simon Lacoste-Julien, Razvan Pascanu, Sarath Chandar
Promoting Exploration in Memory-Augmented Adam using Critical Momenta. CoRR (2023)
Gonçalo Mordido, Pranshu Malviya, Aristide Baratin, Sarath Chandar
Lookbehind Optimizer: k steps back, 1 step forward. CoRR (2023)
Kamran Chitsaz, Gonçalo Mordido, Jean-Pierre David, François Leduc-Primeau
Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges. Trans. Mach. Learn. Res. 2023 (2023)
Simon Guiroy, Christopher Pal, Gonçalo Mordido, Sarath Chandar
Improving Meta-Learning Generalization with Activation-Based Early-Stopping. CoRR (2022)
Simon Guiroy, Christopher Pal, Gonçalo Mordido, Sarath Chandar
Improving Meta-Learning Generalization with Activation-Based Early-Stopping. CoLLAs (2022)
Yang Zhang, Yvon Savaria, Shiqi Zhao, Gonçalo Mordido, Mohamad Sawan, François Leduc-Primeau
Tiny CNN for Seizure Prediction in Wearable Biomedical Devices. EMBC (2022)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators. AICAS (2022)
Abdelrahman Zayed, Prasanna Parthasarathi, Gonçalo Mordido, Hamid Palangi, Samira Shabanian, Sarath Chandar
Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness. CoRR (2022)
Jonathan Kern, Sébastien Henwood, Gonçalo Mordido, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Yvon Savaria, François Leduc-Primeau
MemSE: Fast MSE Prediction for Noisy Memristor-Based DNN Accelerators. CoRR (2022)
Gonçalo Mordido, Sarath Chandar, François Leduc-Primeau
Sharpness-Aware Training for Accurate Inference on Noisy DNN Accelerators. CoRR (2022)
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller
Compressing 1D Time-Channel Separable Convolutions Using Sparse Random Ternary Matrices. Interspeech (2021)
Gonçalo Mordido, Julian Niedermeier, Christoph Meinel
Assessing Image and Text Generation with Topological Analysis and Fuzzy Logic. WACV (2021)
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller
Compressing 1D Time-Channel Separable Convolutions using Sparse Random Ternary Matrices. CoRR (2021)
Gonçalo Mordido, Haojin Yang, Christoph Meinel
Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing. CoRR (2021)
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller
Monte Carlo Gradient Quantization. CVPR Workshops (2020)
Gonçalo Mordido, Christoph Meinel
Mark-Evaluate: Assessing Language Generation using Population Estimation Methods. CoRR (2020)
Gonçalo Mordido, Christoph Meinel
Mark-Evaluate: Assessing Language Generation using Population Estimation Methods. COLING (2020)
Gonçalo Mordido, Haojin Yang, Christoph Meinel
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. WACV (2020)
Gonçalo Mordido, Haojin Yang, Christoph Meinel
microbatchGAN: Stimulating Diversity with Multi-Adversarial Discrimination. CoRR (2020)
Jonathan Sauder, Ting Hu, Xiaoyin Che, Gonçalo Mordido, Haojin Yang, Christoph Meinel
Best Student Forcing: A Simple Training Mechanism in Adversarial Language Generation. LREC (2020)
Julian Niedermeier, Gonçalo Mordido, Christoph Meinel
Improving the Evaluation of Generative Models with Fuzzy Logic. CoRR (2020)
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller
Instant Quantization of Neural Networks using Monte Carlo Methods. EMC2@NeurIPS (2019)
Gonçalo Mordido, Matthijs Van Keirsbilck, Alexander Keller
Instant Quantization of Neural Networks using Monte Carlo Methods. CoRR (2019)
Gonçalo Mordido, Haojin Yang, Christoph Meinel
Dropout-GAN: Learning from a Dynamic Ensemble of Discriminators. CoRR (2018)
Gonçalo Mordido, João Magalhães, Sofia Cavaco
Automatic Organisation and Quality Analysis of User-Generated Content with Audio Fingerprinting. CoRR (2017)
Gonçalo Mordido, João Magalhães, Sofia Cavaco
Automatic Organisation, Segmentation, and Filtering of User-Generated Audio Content. CoRR (2017)
Gonçalo Mordido, João Magalhães, Sofia Cavaco
Automatic organisation, segmentation, and filtering of user-generated audio content. MMSP (2017)
Gonçalo Mordido, João Magalhães, Sofia Cavaco
Automatic organisation and quality analysis of user-generated content with audio fingerprinting. EUSIPCO (2017)