Pau Rodríguez

Orcid: 0000-0002-1689-8084

According to our database¹, Pau Rodríguez authored at least 68 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

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Other

Bibliography

2024

Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies.

[BibT_eX]

[DOI]

CoRR, 2024

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models.

[BibT_eX]

[DOI]

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

2023

A Survey of Self-Supervised and Few-Shot Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Explaining Visual Counterfactual Explainers.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Workflow Discovery from Dialogues in the Low Data Regime.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Single image super-resolution based on directional variance attention network.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

StarVector: Generating Scalable Vector Graphics Code from Images.

[BibT_eX]

[DOI]

CoRR, 2023

Continual Learning of Diffusion Models with Generative Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning.

[BibT_eX]

[DOI]

CoRR, 2023

Robust multimodal models have outlier features and encode more concepts.

[BibT_eX]

[DOI]

CoRR, 2023

Long-Context Language Decision Transformers and Exponential Tilt for Interactive Text Environments.

[BibT_eX]

[DOI]

CoRR, 2023

OCR-VQGAN: Taming Text-within-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Group Robust Classification Without Any Group Information.

[BibT_eX]

[DOI]

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

GEO-Bench: Toward Foundation Models for Earth Monitoring.

[BibT_eX]

[DOI]

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

CADet: Fully Self-Supervised Out-Of-Distribution Detection With Contrastive Learning.

[BibT_eX]

[DOI]

Charles Guille-Escuret

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

DeepPCR: Parallelizing Sequential Operations in Neural Networks.

[BibT_eX]

[DOI]

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

The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning.

[BibT_eX]

[DOI]

Borja Rodríguez Gálvez

Proceedings of the International Conference on Machine Learning, 2023

FigGen: Text to Scientific Figure Generation.

[BibT_eX]

[DOI]

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Constraining Representations Yields Models That Know What They Don't Know.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2023

From IID to the Independent Mechanisms assumption in continual learning.

[BibT_eX]

[DOI]

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

2022

Deep Pain: Exploiting Long Short-Term Memory Networks for Facial Expression Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

A Closer Look at Embedding Propagation for Manifold Smoothing.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

3rd Continual Learning Workshop Challenge on Egocentric Category and Instance Level Object Understanding.

[BibT_eX]

[DOI]

CoRR, 2022

CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning.

[BibT_eX]

[DOI]

Charles Guille-Escuret

CoRR, 2022

Scaling the Number of Tasks in Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Foundational Models for Continual Learning: An Empirical Study of Latent Replay.

[BibT_eX]

[DOI]

CoRR, 2022

Challenges in leveraging GANs for few-shot data augmentation.

[BibT_eX]

[DOI]

CoRR, 2022

CVPR 2020 continual learning in computer vision competition: Approaches, results, current challenges and future directions.

[BibT_eX]

[DOI]

German Ignacio Parisi

Artif. Intell., 2022

Frequency-Based Enhancement Network for Efficient Super-Resolution.

[BibT_eX]

[DOI]

Parichehr Behjati

Pau Rodríguez

Carles Fernández Tena

IEEE Access, 2022

Multi-label Iterated Learning for Image Classification with Label Ambiguity.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Continual Learning with Foundation Models: An Empirical Study of Latent Replay.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2022

Overcoming challenges in leveraging GANs for few-shot data augmentation.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2022

Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA.

[BibT_eX]

[DOI]

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

Consistency-CAM: Towards Improved Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on NLP for Conversational AI, 2022

2021

Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark.

[BibT_eX]

[DOI]

CoRR, 2021

Sequoia: A Software Framework to Unify Continual Learning Research.

[BibT_eX]

[DOI]

CoRR, 2021

Discovering Latent Causal Variables via Mechanism Sparsity: A New Principle for Nonlinear ICA.

[BibT_eX]

[DOI]

CoRR, 2021

Can Active Learning Preemptively Mitigate Fairness Issues?

[BibT_eX]

[DOI]

Frédéric Branchaud-Charron

CoRR, 2021

Logo Detection With No Priors.

[BibT_eX]

[DOI]

IEEE Access, 2021

A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network.

[BibT_eX]

[DOI]

Carles Fernández Tena

Jordi Gonzàlez

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Continual Learning via Local Module Composition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Pay Attention to the Activations: A Modular Attention Mechanism for Fine-Grained Image Recognition.

[BibT_eX]

[DOI]

Pau Rodríguez

Diego Velazquez Dorta

IEEE Trans. Multim., 2020

Hierarchical Residual Attention Network for Single Image Super-Resolution.

[BibT_eX]

[DOI]

Carles Fernández Tena

Jordi Gonzàlez

CoRR, 2020

Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery.

[BibT_eX]

[DOI]

CoRR, 2020

Affinity LCFCN: Learning to Segment Fish with Weak Supervision.

[BibT_eX]

[DOI]

Mostafa Rahimi Azghadi

David Vázquez

CoRR, 2020

A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images.

[BibT_eX]

[DOI]

Issam H. Laradji

Pau Rodríguez

Frederic Branchaud-Charron

CoRR, 2020

Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Synbols: Probing Learning Algorithms with Synthetic Datasets.

[BibT_eX]

[DOI]

Alexandre Lacoste

Pau Rodríguez López

Frederic Branchaud-Charron

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

Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning.

[BibT_eX]

[DOI]

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

Looc: Localize Overlapping Objects with Count Supervision.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

Embedding Propagation: Smoother Manifold for Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Towards robust neural models for fine-grained image recognition.

[BibT_eX]

[DOI]

Pau Rodríguez

PhD thesis, 2019

Catastrophic Interference in Disguised Face Recognition.

[BibT_eX]

[DOI]

Parichehr B. Ardakani

Diego Velazquez Dorta

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018

Beyond one-hot encoding: Lower dimensional target embedding.

[BibT_eX]

[DOI]

Pau Rodríguez

Miguel Ángel Bautista

Jordi Gonzàlez

Sergio Escalera

Image Vis. Comput., 2018

PRAXIS: Towards automatic cognitive assessment using gesture recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Deep Inference of Personality Traits by Integrating Image and Word Use in Social Networks.

[BibT_eX]

[DOI]

CoRR, 2018

TADAM: Task dependent adaptive metric for improved few-shot learning.

[BibT_eX]

[DOI]

Boris N. Oreshkin

Pau Rodríguez López

Alexandre Lacoste

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Age and gender recognition in the wild with deep attention.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Regularizing CNNs with Locally Constrained Decorrelations.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images.

[BibT_eX]

[DOI]

Gholamreza Anbarjafari

Proceedings of the Video Analytics. Face and Facial Expression Recognition and Audience Measurement, 2016

Pau Rodríguez

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