Ignacio Hounie

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Image Inpainting

Multiple Constraints

Learning Models

Top Venues

Publications

Ignacio Hounie, Javier Porras-Valenzuela, Alejandro Ribeiro
Loss Shaping Constraints for Long-Term Time Series Forecasting. CoRR (2024)
Ignacio Hounie, Luiz F. O. Chamon, Alejandro Ribeiro
Automatic Data Augmentation via Invariance-Constrained Learning. ICML (2023)
Ignacio Hounie, Alejandro Ribeiro, Luiz F. O. Chamon
Resilient Constrained Learning. NeurIPS (2023)
Ignacio Hounie, Alejandro Ribeiro, Luiz F. O. Chamon
Resilient Constrained Learning. CoRR (2023)
Ignacio Hounie, Juan Elenter, Alejandro Ribeiro
Neural Networks with Quantization Constraints. ICASSP (2023)
Ignacio Hounie, Juan Elenter, Alejandro Ribeiro
Neural Networks with Quantization Constraints. CoRR (2022)
Ignacio Hounie, Luiz F. O. Chamon, Alejandro Ribeiro
Automatic Data Augmentation via Invariance-Constrained Learning. CoRR (2022)
Ignacio Ramírez Paulino, Ignacio Hounie
Image Inpainting using Patch Consensus and DCT Priors. Image Process. Line 11 (2021)
Ignacio Ramírez Paulino, Ignacio Hounie
Paco and Paco-Dct: Patch Consensus and Its Application To Inpainting. ICASSP (2020)
Pablo Zinemanas, Ignacio Hounie, Pablo Cancela, Frederic Font, Martín Rocamora, Xavier Serra
DCASE-Models: A Python Library for Computational Environmental Sound Analysis using Deep-Learning Models. DCASE (2020)