SEEDS: Superpixels Extracted Via Energy-Driven Sampling

Michael Van den Bergh, Xavier Boix, Gemma Roig, +1

International Journal of Computer Vision

Machine VisionImage AnalysisDeep LearningEngineeringSingle-image Super-resolution +4

Foveation-based Mechanisms Alleviate Adversarial Examples

Yan Luo, Xavier Boix, Gemma Roig, +2

arXiv (Cornell University)

Artificial IntelligenceConvolutional Neural NetworkFoveation MechanismImage AnalysisMachine Learning +13

DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN

Swee Kiat Lim, Yi Loo, Ngoc-Trung Tran, +3

Artificial IntelligenceData AugmentationAnomaly DetectionMachine LearningData Science +13

Z-Inspection^®: A Process to Assess Trustworthy AI

Roberto V. Zicari, John Brodersen, James Brusseau, +14

IEEE Transactions on Technology and Society

Artificial IntelligenceAi SystemEngineeringInspectionInformation Security +15

Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning

Kshitij Dwivedi, Gemma Roig

EngineeringMachine LearningSimilarity MeasureNatural Language ProcessingRepresentation Similarity Analysis +15

A large and rich EEG dataset for modeling human visual object recognition

Alessandro T. Gifford, Kshitij Dwivedi, Gemma Roig, +1

NeuroImage

Machine VisionEngineeringData ScienceComputational NeurosciencePattern Recognition +11

Online Video SEEDS for Temporal Window Objectness

Michael Van den Bergh, Gemma Roig, Xavier Boix, +2

EngineeringSeeds Super PixelsVideo ProcessingVideo RetrievalImage Analysis +14

LLM Multimodal Traffic Accident Forecasting

I. de Zarzà, J. de Curtò, Gemma Roig, +1

Sensors

Artificial IntelligenceEngineeringMachine LearningSafety ScienceMultimodal Learning +20

Learning to Predict Sequences of Human Visual Fixations

Ming Jiang, Xavier Boix, Gemma Roig, +3

IEEE Transactions on Neural Networks and Learning Systems

EngineeringFirst Eye FixationAttentionSocial SciencesImage Sequence Analysis +18

Conditional Random Fields for multi-camera object detection

Gemma Roig, Xavier Boix, Horesh Ben Shitrit, +1

Scene AnalysisMachine VisionImage AnalysisMachine LearningConditional Random Field +12