Carlos Fernandez-Granda
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
5
Active years
2013–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Active Learning for Efficient Discovery of Optimal Combinatorial Perturbations. | Jason Qin, Hans-Hermann Wessels, Carlos Fernandez-Granda, Yuhan Hao |
| 2023 | CVPR | Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning. | Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda |
| 2023 | ICLR | Avoiding spurious correlations via logit correction. | Sheng Liu, Xu Zhang, Nitesh Sekhar, Yue Wu, Prateek Singhal, Carlos Fernandez-Granda |
| 2023 | ICML | Evaluating Unsupervised Denoising Requires Unsupervised Metrics. | Adria Marcos-Morales, Matan Leibovich, Sreyas Mohan, Joshua Lawrence Vincent, Piyush Haluai, Mai Tan, Peter A. Crozier, Carlos Fernandez-Granda |
| 2022 | CVPR | Adaptive Early-Learning Correction for Segmentation from Noisy Annotations. | Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda |
| 2022 | ICML | Deep Probability Estimation. | Sheng Liu, Aakash Kaku, Weicheng Zhu, Matan Leibovich, Sreyas Mohan, Boyang Yu, Haoxiang Huang, Laure Zanna, Narges Razavian, Jonathan Niles-Weed, Carlos Fernandez-Granda |
| 2021 | ICCV | Unsupervised Deep Video Denoising. | Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Mitesh M. Khapra, Eero P. Simoncelli, Carlos Fernandez-Granda |
| 2020 | ICLR | Robust And Interpretable Blind Image Denoising Via Bias-Free Convolutional Neural Networks. | Sreyas Mohan, Zahra Kadkhodaie, Eero P. Simoncelli, Carlos Fernandez-Granda |
| 2019 | ICASSP | A Learning-based Framework for Line-spectra Super-resolution. | Gautier Izacard, Brett Bernstein, Carlos Fernandez-Granda |
| 2013 | ICCV | Super-resolution via Transform-Invariant Group-Sparse Regularization. | Carlos Fernandez-Granda, Emmanuel J. Cands |