Ignacio Hounie

According to our database, Ignacio Hounie authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

LoRTA: Low Rank Tensor Adaptation of Large Language Models.

Ignacio Hounie, Charilaos I. Kanatsoulis, Arnuv Tandon, Alejandro Ribeiro

CoRR, 2024

Loss Shaping Constraints for Long-Term Time Series Forecasting.

Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Resilient Constrained Learning.

Ignacio Hounie, Alejandro Ribeiro, Luiz F. O. Chamon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Automatic Data Augmentation via Invariance-Constrained Learning.

Ignacio Hounie, Luiz F. O. Chamon, Alejandro Ribeiro

Proceedings of the International Conference on Machine Learning, 2023

Neural Networks with Quantization Constraints.

Ignacio Hounie, Juan Elenter, Alejandro Ribeiro

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Image Inpainting using Patch Consensus and DCT Priors.

Ignacio Ramírez Paulino, Ignacio Hounie

Image Process. Line, 2021

2020

Paco and Paco-Dct: Patch Consensus and Its Application To Inpainting.

Ignacio Ramírez Paulino, Ignacio Hounie

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

DCASE-Models: A Python Library for Computational Environmental Sound Analysis using Deep-Learning Models.

Pablo Zinemanas, Ignacio Hounie, Pablo Cancela, Frederic Font, Martín Rocamora, Xavier Serra

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020