Cristian Canton

Orcid: 0000-0002-3189-5498

According to our database1, Cristian Canton authored at least 68 papers between 2005 and 2024.

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Bibliography

2024
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester.
CoRR, 2024

Towards Red Teaming in Multimodal and Multilingual Translation.
CoRR, 2024

Data-Driven but Privacy-Conscious: Pedestrian Dataset De-Identification via Full-Body Person Synthesis.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms.
CoRR, 2023

Code Llama: Open Foundation Models for Code.
CoRR, 2023

Llama 2: Open Foundation and Fine-Tuned Chat Models.
CoRR, 2023

Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis.
CoRR, 2023

The Casual Conversations v2 Dataset.
CoRR, 2023

VPA: Fully Test-Time Visual Prompt Adaptation.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Towards Measuring Fairness in AI: The Casual Conversations Dataset.
IEEE Trans. Biom. Behav. Identity Sci., 2022

Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness.
CoRR, 2022

Preserving integrity in online social networks.
Commun. ACM, 2022

Affective Signals in a Social Media Recommender System.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Pixinwav: Residual Steganography for Hiding Pixels in Audio.
Proceedings of the IEEE International Conference on Acoustics, 2022

Generating High Fidelity Data from Low-density Regions using Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
The 2021 Image Similarity Dataset and Challenge.
CoRR, 2021

Localized Uncertainty Attacks.
CoRR, 2021

Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Results and findings of the 2021 Image Similarity Challenge.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Adversarial Threats to DeepFake Detection: A Practical Perspective.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Casual Conversations: A Dataset for Measuring Fairness in AI.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption.
CoRR, 2020

Adversarial collision attacks on image hashing functions.
CoRR, 2020

The DeepFake Detection Challenge Dataset.
CoRR, 2020

2019
Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing.
CoRR, 2019

The Deepfake Detection Challenge (DFDC) Preview Dataset.
CoRR, 2019

Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation.
CoRR, 2019

2018
Towards social pattern characterization in egocentric photo-streams.
Comput. Vis. Image Underst., 2018

Eye In-Painting With Exemplar Generative Adversarial Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Social Style Characterization from Egocentric Photo-streams.
CoRR, 2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks.
CoRR, 2017

Disentangling Motion, Foreground and Background Features in Videos.
CoRR, 2017

2016
Training deep networks for facial expression recognition with crowd-sourced label distribution.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Emotion recognition in the wild from videos using images.
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Learning by Tracking: Siamese CNN for Robust Target Association.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2011
Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies.
EURASIP J. Adv. Signal Process., 2011

Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities.
EURASIP J. Adv. Signal Process., 2011

Human motion capture using scalable body models.
Comput. Vis. Image Underst., 2011

2010
Marker-Based Human Motion Capture in Multiview Sequences.
EURASIP J. Adv. Signal Process., 2010

Virtual view appearance representation for human motion analysis in multi-view environments.
Proceedings of the 18th European Signal Processing Conference, 2010

Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Real-Time 3D multi-person tracking using Monte Carlo Surface Sampling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Estimation of Head Pose.
Proceedings of the Computers in the Human Interaction Loop, 2009

Activity Classification.
Proceedings of the Computers in the Human Interaction Loop, 2009

Improving detection of acoustic events using audiovisual data and feature level fusion.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Towards a low cost multi-camera marker based human motion capture system.
Proceedings of the International Conference on Image Processing, 2009

Audiovisual event detection towards scene understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
An audio-driven dancing avatar.
J. Multimodal User Interfaces, 2008

Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios.
EURASIP J. Adv. Signal Process., 2008

Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral.
Proceedings of the Machine Learning for Multimodal Interaction, 5th International Workshop, 2008

Fusion of audio and video modalities for detection of acoustic events.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Particle filtering and sparse sampling for multi-person 3D tracking.
Proceedings of the International Conference on Image Processing, 2008

Audio-driven human body motion analysis and synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2008

Multimodal real-time focus of attention estimation in SmartRooms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture.
Proceedings of the Articulated Motion and Deformable Objects, 5th International Conference, 2008

2007
Multimodal Head Orientation Towards Attention Tracking in Smartrooms.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multi-Person 3D Tracking with Particle Filters on Voxels.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multi-person Tracking Strategies Based on Voxel Analysis.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Head Orientation Estimation Using Particle Filtering in Multiview Scenarios.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Flexible test-bed for unusual behavior detection.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Human model and motion based 3D action recognition in multiple view scenarios.
Proceedings of the 14th European Signal Processing Conference, 2006

Head Pose Detection Based on Fusion of Multiple Viewpoint Information.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005
Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding.
Proceedings of the Machine Learning for Multimodal Interaction, 2005

Fusion of multiple viewpoint information towards 3D face robust orientation detection.
Proceedings of the 2005 International Conference on Image Processing, 2005

Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments.
Proceedings of the Computational Science, 2005


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