Cristian Canton Ferrer | DeepAI

AI Chat

Featured Co-authors

Yi Yang
329 publications
Pascale Fung
114 publications
Song Wang
88 publications
Konrad Schindler
85 publications
Yifan Sun
74 publications
Gabriel Synnaeve
73 publications
Laura Leal-Taixé
72 publications
Kevin McGuinness
71 publications
Xavier Giro-i-Nieto
63 publications
Yossi Adi
58 publications
Chenliang Xu
55 publications

∙ 08/24/2023

Code Llama: Open Foundation Models for Code

We release Code Llama, a family of large language models for code based ...

0 Baptiste Roziere, et al. ∙

∙ 07/18/2023

Llama 2: Open Foundation and Fine-Tuned Chat Models

In this work, we develop and release Llama 2, a collection of pretrained...

0 Hugo Touvron, et al. ∙

∙ 06/20/2023

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

The advent of data-driven technology solutions is accompanied by an incr...

9 Maxim Maximov, et al. ∙

∙ 03/08/2023

The Casual Conversations v2 Dataset

This paper introduces a new large consent-driven dataset aimed at assist...

0 Bilal Porgali, et al. ∙

∙ 12/09/2022

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others

Machine learning models have been found to learn shortcuts – unintended ...

14 Zhiheng Li, et al. ∙

∙ 11/10/2022

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

Developing robust and fair AI systems require datasets with comprehensiv...

7 Caner Hazirbas, et al. ∙

∙ 03/31/2022

Generating High Fidelity Data from Low-density Regions using Diffusion Models

Our work focuses on addressing sample deficiency from low-density region...

1 Vikash Sehwag, et al. ∙

∙ 02/08/2022

Results and findings of the 2021 Image Similarity Challenge

The 2021 Image Similarity Challenge introduced a dataset to serve as a n...

9 Zoe Papakipos, et al. ∙

∙ 06/17/2021

The 2021 Image Similarity Dataset and Challenge

This paper introduces a new benchmark for large-scale image similarity d...

23 Matthijs Douze, et al. ∙

∙ 06/17/2021

Localized Uncertainty Attacks

The susceptibility of deep learning models to adversarial perturbations ...

3 Ousmane Amadou Dia, et al. ∙

∙ 04/06/2021

Towards measuring fairness in AI: the Casual Conversations dataset

This paper introduces a novel dataset to help researchers evaluate their...

0 Caner Hazirbas, et al. ∙

∙ 11/25/2020

Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption

This work examines the vulnerability of multimodal (image + text) models...

2 Ivan Evtimov, et al. ∙

∙ 11/19/2020

Adversarial Threats to DeepFake Detection: A Practical Perspective

Facially manipulated images and videos or DeepFakes can be used maliciou...

4 Paarth Neekhara, et al. ∙

∙ 11/18/2020

Adversarial collision attacks on image hashing functions

Hashing images with a perceptual algorithm is a common approach to solvi...

0 Brian Dolhansky, et al. ∙

∙ 09/22/2020

Preserving Integrity in Online Social Networks

Online social networks provide a platform for sharing information and fr...

9 Alon Halevy, et al. ∙

∙ 06/12/2020

The DeepFake Detection Challenge Dataset

Deepfakes are a recent off-the-shelf manipulation technique that allows ...

0 Brian Dolhansky, et al. ∙

∙ 12/14/2019

Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing

As deep networks are applied to an ever-expanding set of computer vision...

11 Hao Guo, et al. ∙

∙ 10/19/2019

The Deepfake Detection Challenge (DFDC) Preview Dataset

In this paper, we introduce a preview of the Deepfakes Detection Challen...

0 Brian Dolhansky, et al. ∙

∙ 10/05/2019

Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation

This work addresses the challenge of hate speech detection in Internet m...

18 Benet Oriol Sabat, et al. ∙

∙ 12/11/2017

Eye In-Painting with Exemplar Generative Adversarial Networks

This paper introduces a novel approach to in-painting where the identity...

0 Brian Dolhansky, et al. ∙

∙ 09/18/2017

Social Style Characterization from Egocentric Photo-streams

This paper proposes a system for automatic social pattern characterizati...

0 Maedeh Aghaei, et al. ∙

∙ 09/05/2017

Towards social pattern characterization in egocentric photo-streams

Following the increasingly popular trend of social interaction analysis ...

0 Maedeh Aghaei, et al. ∙

∙ 07/13/2017

Disentangling Motion, Foreground and Background Features in Videos

This paper introduces an unsupervised framework to extract semantically ...

0 Xunyu Lin, et al. ∙

∙ 01/04/2017

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

We introduce SalGAN, a deep convolutional neural network for visual sali...

0 Junting Pan, et al. ∙

∙ 08/03/2016

Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution

Crowd sourcing has become a widely adopted scheme to collect ground trut...

0 Emad Barsoum, et al. ∙

∙ 04/26/2016

Learning by tracking: Siamese CNN for robust target association

This paper introduces a novel approach to the task of data association w...

0 Laura Leal-Taixé, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world