Oscar Chang

According to our database, Oscar Chang authored at least 27 papers between 1981 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Deep Reinforcement Learning for Efficient Digital Pap Smear Analysis.

Carlos Macancela, Manuel Eugenio Morocho Cayamcela, Oscar Chang

Comput., December, 2023

Accelerating Meta-Learning by Sharing Gradients.

Oscar Chang, Hod Lipson

CoRR, 2023

Cascaded encoders for fine-tuning ASR models on overlapped speech.

Richard Rose, Oscar Chang, Olivier Siohan

CoRR, 2023

Conformers are All You Need for Visual Speech Recogntion.

Oscar Chang, Hank Liao, Dmitriy Serdyuk, Ankit Parag Shah, Olivier Siohan

CoRR, 2023

Artificial Vision Technique to Detect and Classify Cocoa Beans.

Luis Zhinin-Vera, Jonathan Zhiminaicela-Cabrera, Elena Pretel, Pamela Suárez, Oscar Chang, Francesc Anton Castro, Francisco López de la Rosa

Proceedings of the Advances in Computational Intelligence, 2023

Revisiting the Entropy Semiring for Neural Speech Recognition.

Oscar Chang, Dongseong Hwang, Olivier Siohan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On Robustness to Missing Video for Audiovisual Speech Recognition.

Oscar Chang, Otavio Braga, Hank Liao, Dmitriy Serdyuk, Olivier Siohan

Trans. Mach. Learn. Res., 2022

An Asymetric-key Cryptosystem based on Artificial Neural Network.

Rafael Valencia-Ramos, Luis Zhinin-Vera, Gissela E. Pilliza, Oscar Chang

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Autogenerative Networks.

Oscar Chang

PhD thesis, 2021

A protein folding robot driven by a self-taught agent.

Oscar Chang, Fernando A. Gonzales-Zubiate, Luis Zhinin-Vera, Rafael Valencia-Ramos, Israel Pineda, Antonio Diaz-Barrios

Biosyst., 2021

Single-Channel Speech Enhancement Using Learnable Loss Mixup.

Oscar Chang, Dung N. Tran, Kazuhito Koishida

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Assessing SATNet's Ability to Solve the Symbol Grounding Problem.

Oscar Chang, Lampros Flokas, Hod Lipson, Michael Spranger

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Principled Weight Initialization for Hypernetworks.

Oscar Chang, Lampros Flokas, Hod Lipson

Proceedings of the 8th International Conference on Learning Representations, 2020

Q-Credit Card Fraud Detector for Imbalanced Classification using Reinforcement Learning.

Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-Ramos, Ronny Velastegui, Gissela E. Pilliza, Francisco Quinga-Socasi

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

Digital Cryptography Implementation using Neurocomputational Model with Autoencoder Architecture.

Francisco Quinga-Socasi, Ronny Velastegui, Luis Zhinin-Vera, Rafael Valencia-Ramos, Francisco Ortega-Zamorano, Oscar Chang

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

2019

Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network.

Oscar Chang, Yuling Yao, David Williams-King, Hod Lipson

CoRR, 2019

Seven Myths in Machine Learning Research.

Oscar Chang, Hod Lipson

CoRR, 2019

Agent Embeddings: A Latent Representation for Pole-Balancing Networks.

Oscar Chang, Robert Kwiatkowski, Siyuan Chen, Hod Lipson

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences.

Payel Das, Kahini Wadhawan, Oscar Chang, Tom Sercu, Cícero Nogueira dos Santos, Matthew Riemer, Inkit Padhi, Vijil Chenthamarakshan, Aleksandra Mojsilovic

CoRR, 2018

Neural Network Quine.

Oscar Chang, Hod Lipson

Proceedings of the 2018 Conference on Artificial Life, 2018

Balanced and Deterministic Weight-Sharing Helps Network Performance.

Oscar Chang, Hod Lipson

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Self-programming Robots Boosted by Neural Agents.

Oscar Chang

Proceedings of the Brain Informatics - International Conference, 2018

2017

A Novel Deep Neural Network that Uses Space-Time Features for Tracking and Recognizing a Moving Object.

Oscar Chang, Patricia N. Constante, Andrés Gordón, Marco Singaña

J. Artif. Intell. Soft Comput. Res., 2017

2014

Reliable object recognition by using cooperative neural agents.

Oscar Chang

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Bio-Inspired Robot with Visual Perception of Affordances.

Oscar Chang

Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2010

A robotic eye controller based on cooperative neural agents.

Oscar Chang, Pascual Campoy Cervera, Carol Martínez, Miguel A. Olivares-Méndez

Proceedings of the International Joint Conference on Neural Networks, 2010

1981

Design of a Dynamically Programmable Logic Gate.

Ricardo E. Suarez, Oscar Chang, Vladimir Adam

IEEE Trans. Computers, 1981