List of works - Nicu Sebe

100-Driver: A Large-Scale, Diverse Dataset for Distracted Driver Classification

scientific article published in July 2023

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

scientific article published in November 2023

A Multi-Task Learning Framework for Head Pose Estimation under Target Motion

scientific article published on 10 September 2015

A Prototype Learning Framework Using EMD: Application to Complex Scenes Analysis

scientific article published on 8 June 2012

A Survey on Learning to Hash.

scientific article published on 02 May 2017

A proto-object-based computational model for visual saliency.

scientific article

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

scientific article published on 15 October 2019

Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life ⬇️

preprint published in 2016

Bidirectional Transformer GAN for Long-term Human Motion Prediction

scientific article published on 10 January 2023

Bridge Gap in Pixel and Feature Level for Cross-Modality Person Re-Identification

scientific article published in January 2023

Category Specific Dictionary Learning for Attribute Specific Feature Selection

scientific article published on 28 January 2016

Cloth Interactive Transformer for Virtual Try-On

scientific article published on 11 December 2023

Combining head pose and eye location information for gaze estimation

scientific article published on 22 July 2011

Consistency-Aware Anchor Pyramid Network for Crowd Localization

scientific article published in January 2024

Cross-Class Domain Adaptive Semantic Segmentation with Visual Language Models

scientific article published on 26 October 2024

Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval

scientific article published on 01 September 2018

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

scientific article published on 12 December 2022

Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach ⬇️

preprint published in 2020

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

scientific article published on 18 May 2018

Egocentric daily activity recognition via multitask clustering.

scientific article

Embedding Perspective Analysis into Multi-Column Convolutional Neural Network for Crowd Counting

scientific article published on 14 December 2020

Emotion modulates eye movement patterns and subsequent memory for the gist and details of movie scenes

scientific article published on 26 March 2014

Emotion recognition in the wild

Erratum to: Crowd behavior representation: an attribute-based approach

scientific article published on 30 December 2016

Event oriented dictionary learning for complex event detection.

scientific article published on 16 March 2015

Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

scholarly article by Xiao Bai et al published December 2021 in Pattern Recognition

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are

Feature Weighting via Optimal Thresholding for Video Analysis

scientific article published in December 2013

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

scientific article published on 27 October 2023

First Order Motion Model for Image Animation ⬇️

Flexible Manifold Learning With Optimal Graph for Image and Video Representation.

scientific article published in June 2018

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling ⬇️

preprint published in 2020

Generalized Source-Free Domain-adaptive Segmentation via Reliable Knowledge Propagation

scientific article published on 26 October 2024

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps ⬇️

conference paper published in 2019

Graph Transformer GANs With Graph Masked Modeling for Architectural Layout Generation

scientific article published in June 2024

How to complete performance graphs in content-based image retrieval: add generality and normalize scope

scientific article published in February 2005

Human-centered computing

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation ⬇️

preprint published in 2022

Joint Attributes and Event Analysis for Multimedia Event Detection.

scientific article

Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars.

scientific article published on September 2014

Latent World Models For Intrinsically Motivated Exploration ⬇️

scientific article published in November 2020

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction ⬇️

scientific article published in January 2017

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation

scientific article published on 27 October 2023

Money walks ⬇️

Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks

scientific article published on 22 May 2018

Multimodal Engagement Classification for Affective Cinema

Multimodal human–computer interaction: A survey

scholarly article by Alejandro Jaimes & Nicu Sebe published October 2007 in Computer Vision and Image Understanding

Multitask linear discriminant analysis for view invariant action recognition.

scientific article published on December 2014

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation

scientific article published on 18 August 2016

Perceptual Attributes Optimization for Multivideo Summarization

scientific article published on 03 December 2015

Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction

scientific article published on 10 December 2020

Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks

scientific article published on 23 September 2019

Recurrent Convolutional Shape Regression

scientific article published on 01 March 2018

Recurrent Face Aging with Hierarchical AutoRegressive Memory

scientific article published on 07 February 2018

Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation ⬇️

preprint published in 2020

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.

scientific article published on 30 October 2015

SM <sup>4</sup> Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model

scientific article published on 26 October 2024

Self Paced Deep Learning for Weakly Supervised Object Detection

scientific article published on 12 February 2018

Semisupervised feature selection via spline regression for video semantic recognition.

scientific article published on February 2015

Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction.

scientific article published in December 2004

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation ⬇️

conference paper published in 2021

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

scientific article published in 2022

Sparse color interest points for image retrieval and object categorization.

scientific article published on 26 January 2012

Spatial Entropy Regularization for Vision Transformers ⬇️

preprint published in 2022

Structural resemblance to emotional expressions predicts evaluation of emotionally neutral faces

scientific article published on April 2009

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective ⬇️

conference paper published in 2016

The more the merrier: Analysing the affect of a group of people in images

Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning

scientific article published on 26 October 2024

UVMap-ID: A Controllable and Personalized UV Map Generative Model

scientific article published on 26 October 2024

Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

scientific article published on 11 September 2020

Viewpoint-consistent 3D Face Alignment

scientific article

We like it! Mapping image preferences on the counting grid

When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data

scientific article published on 09 June 2020

List of works by Nicu Sebe

100-Driver: A Large-Scale, Diverse Dataset for Distracted Driver Classification

A Memorizing and Generalizing Framework for Lifelong Person Re-Identification

A Multi-Task Learning Framework for Head Pose Estimation under Target Motion

A Prototype Learning Framework Using EMD: Application to Complex Scenes Analysis

A Survey on Learning to Hash.

A proto-object-based computational model for visual saliency.

Appearance and Pose-Conditioned Human Image Generation using Deformable GANs

Are Safer Looking Neighborhoods More Lively? A Multimodal Investigation into Urban Life ⬇️

Bidirectional Transformer GAN for Long-term Human Motion Prediction

Bridge Gap in Pixel and Feature Level for Cross-Modality Person Re-Identification

Category Specific Dictionary Learning for Attribute Specific Feature Selection

Cloth Interactive Transformer for Virtual Try-On

Combining head pose and eye location information for gaze estimation

Consistency-Aware Anchor Pyramid Network for Crowd Localization

Cross-Class Domain Adaptive Semantic Segmentation with Visual Language Models

Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation Approach ⬇️

Dynamic Affinity Graph Construction for Spectral Clustering Using Multiple Features

Egocentric daily activity recognition via multitask clustering.

Embedding Perspective Analysis into Multi-Column Convolutional Neural Network for Crowd Counting

Emotion modulates eye movement patterns and subsequent memory for the gist and details of movie scenes

Emotion recognition in the wild

Erratum to: Crowd behavior representation: an attribute-based approach

Event oriented dictionary learning for complex event detection.

Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

Faved! Biometrics: Tell Me Which Image You Like and I'll Tell You Who You Are

Feature Weighting via Optimal Thresholding for Video Analysis

FedVQA: Personalized Federated Visual Question Answering over Heterogeneous Scenes

First Order Motion Model for Image Animation ⬇️

Flexible Manifold Learning With Optimal Graph for Image and Video Representation.

GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling ⬇️

Generalized Source-Free Domain-adaptive Segmentation via Reliable Knowledge Propagation

Gesture-to-Gesture Translation in the Wild via Category-Independent Conditional Maps ⬇️

Graph Transformer GANs With Graph Masked Modeling for Architectural Layout Generation

How to complete performance graphs in content-based image retrieval: add generality and normalize scope

Human-centered computing

ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation ⬇️

Joint Attributes and Event Analysis for Multimedia Event Detection.

Knowledge Adaptation with Partially Shared Features for Event Detection Using Few Exemplars.

Latent World Models For Intrinsically Motivated Exploration ⬇️

Learning Deep Structured Multi-Scale Features using Attention-Gated CRFs for Contour Prediction ⬇️

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation

Money walks ⬇️

Monocular Depth Estimation Using Multi-Scale Continuous CRFs as Sequential Deep Networks

Multimodal Engagement Classification for Affective Cinema

Multimodal human–computer interaction: A survey

Multitask linear discriminant analysis for view invariant action recognition.

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation

Perceptual Attributes Optimization for Multivideo Summarization

Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction

Progressive Fusion for Unsupervised Binocular Depth Estimation using Cycled Networks

Recurrent Convolutional Shape Regression

Recurrent Face Aging with Hierarchical AutoRegressive Memory

Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation ⬇️

SALSA: A Novel Dataset for Multimodal Group Behavior Analysis.

SM <sup>4</sup> Depth: Seamless Monocular Metric Depth Estimation across Multiple Cameras and Scenes by One Model

Self Paced Deep Learning for Weakly Supervised Object Detection

Semisupervised feature selection via spline regression for video semantic recognition.

Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction.

Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation ⬇️

Source-Free Open Compound Domain Adaptation in Semantic Segmentation

Sparse color interest points for image retrieval and object categorization.

Spatial Entropy Regularization for Vision Transformers ⬇️

Structural resemblance to emotional expressions predicts evaluation of emotionally neutral faces

The Death and Life of Great Italian Cities: A Mobile Phone Data Perspective ⬇️

The more the merrier: Analysing the affect of a group of people in images

Towards End-to-End Explainable Facial Action Unit Recognition via Vision-Language Joint Learning

UVMap-ID: A Controllable and Personalized UV Map Generative Model

Unified Generative Adversarial Networks for Controllable Image-to-Image Translation

Viewpoint-consistent 3D Face Alignment

We like it! Mapping image preferences on the counting grid

When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition With Limited Data