Thomas Serre
According to our database1,
Thomas Serre
authored at least 96 papers
between 2001 and 2024.
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Bibliography
2024
CoRR, 2024
CoRR, 2024
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Saliency strikes back: How filtering out high frequencies improves white-box explanations.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
A Lightweight Dual-Stage Framework for Personalized Speech Enhancement Based on Deepfilternet2.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Fixing the problems of deep neural networks will require better training data and learning algorithms.
CoRR, 2023
CoRR, 2023
Diagnosing and exploiting the computational demands of videos games for deep reinforcement learning.
CoRR, 2023
CoRR, 2023
Unlocking Feature Visualization for Deeper Networks with MAgnitude Constrained Optimization.
CoRR, 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex.
CoRR, 2023
Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception.
CoRR, 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Neural Comput., 2022
CoRR, 2022
A Discourse on MetODS: Meta-Optimized Dynamical Synapses for Meta-Reinforcement Learning.
CoRR, 2022
How and What to Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Diversity vs. Recognizability: Human-like generalization in one-shot generative models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
2019
Proceedings of the 7th International Conference on Learning Representations, 2019
2018
Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks.
CoRR, 2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018
2017
CoRR, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2016
NeuroImage, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
2015
Explaining the Timing of Natural Scene Understanding with a Computational Model of Perceptual Categorization.
PLoS Comput. Biol., 2015
Unsupervised invariance learning of transformation sequences in a model of object recognition yields selectivity for non-accidental properties.
Frontiers Comput. Neurosci., 2015
Cooking in the kitchen: A generative approach to the recognition, parsing and segmentation of human daily activities.
CoRR, 2015
2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Proceedings of the 2nd International Conference on Learning Representations, 2014
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014
The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Neural representation of action sequences: how far can a simple snippet-matching model take us?
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
The Neural Dynamics of Visual Processing in Monkey Extrastriate Cortex: A Comparison between Univariate and Multivariate Techniques.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the Human Vision and Electronic Imaging XVI, 2011
2010
NeuroImage, 2010
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Int. J. Comput. Vis., 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2005
Learning Features of Intermediate Complexity for the Recognition of Biological Motion.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004
2003
Hierarchical classification and feature reduction for fast face detection with support vector machines.
Pattern Recognit., 2003
2002
On the Role of Object-Specific Features for Real World Object Recognition in Biological Vision.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
Feature Reduction and Hierarchy of Classifiers for Fast Object Detection in Video Images.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001