Yannis Avrithis

Orcid: 0000-0001-7476-4482

Affiliations:
  • Athena Research Center, Greece
  • Inria Rennes, France (former)
  • National Technical University of Athens, Greece (former)


According to our database1, Yannis Avrithis authored at least 163 papers between 1998 and 2024.

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Bibliography

2024
Opti-CAM: Optimizing saliency maps for interpretability.
Comput. Vis. Image Underst., 2024

Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data.
CoRR, 2024

CA-Stream: Attention-based pooling for interpretable image recognition.
CoRR, 2024

Adaptive manifold for imbalanced transductive few-shot learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Learning Paradigm for Interpretable Gradients.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Composed Image Retrieval for Remote Sensing.
Proceedings of the IGARSS 2024, 2024

Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

On Train-Test Class Overlap and Detection for Image Retrieval.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
PowMix: A Versatile Regularizer for Multimodal Sentiment Analysis.
CoRR, 2023

PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision.
CoRR, 2023

Boosting vision transformers for image retrieval.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adaptive Anchor Label Propagation for Transductive Few-Shot Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

Zero-Shot and Few-Shot Video Question Answering with Multi-Modal Prompts.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Generating Part-Aware Editable 3D Shapes without 3D Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Teach me how to Interpolate a Myriad of Embeddings.
CoRR, 2022

All the attention you need: Global-local, spatial-channel attention for image retrieval.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Tensor feature hallucination for few-shot learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

It Takes Two to Tango: Mixup for Deep Metric Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

What to Hide from Your Students: Attention-Guided Masked Image Modeling.
Proceedings of the Computer Vision - ECCV 2022, 2022

AlignMixup: Improving Representations By Interpolating Aligned Features.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Walking on the Edge: Fast, Low-Distortion Adversarial Examples.
IEEE Trans. Inf. Forensics Secur., 2021

Training object detectors from few weakly-labeled and many unlabeled images.
Pattern Recognit., 2021

Few-shot learning via tensor hallucination.
CoRR, 2021

AlignMix: Improving representation by interpolating aligned features.
CoRR, 2021

Patch Replacement: A Transformation-based Method to Improve Robustness against Adversarial Attacks.
Proceedings of the Trustworthy AI'21: Proceedings of the 1st International Workshop on Trustworthy AI for Multimedia Computing, 2021

Iterative label cleaning for transductive and semi-supervised few-shot learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

On the hidden treasure of dialog in video question answering.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Asymmetric Metric Learning for Knowledge Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Smooth adversarial examples.
EURASIP J. Inf. Secur., 2020

Rethinking deep active learning: Using unlabeled data at model training.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Local Propagation for Few-Shot Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Few-Shot Few-Shot Learning and the role of Spatial Attention.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Graph Convolutional Networks for Learning with Few Clean and Many Noisy Labels.
Proceedings of the Computer Vision - ECCV 2020, 2020

Exploring and Learning from Visual Data.
, 2020

2019
Graph-based particular object discovery.
Mach. Vis. Appl., 2019

Revisiting the medial axis for planar shape decomposition.
Comput. Vis. Image Underst., 2019

Local Features and Visual Words Emerge in Activations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Dense Classification and Implanting for Few-Shot Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Label Propagation for Deep Semi-Supervised Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Unsupervised Object Discovery for Instance Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Mining on Manifolds: Metric Learning Without Labels.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Fast Spectral Ranking for Similarity Search.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Unsupervised deep object discovery for instance recognition.
CoRR, 2017

Panorama to Panorama Matching for Location Recognition.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Automatic Discovery of Discriminative Parts as a Quadratic Assignment Problem.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Unsupervised Part Learning for Visual Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
α-shapes for local feature detection.
Pattern Recognit., 2016

Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.
Int. J. Comput. Vis., 2016

Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.
Int. J. Comput. Vis., 2016

Automatic discovery of discriminative parts as a quadratic assignment problem.
CoRR, 2016

High-dimensional approximate nearest neighbor: k-d Generalized Randomized Forests.
CoRR, 2016

High-dimensional visual similarity search: k-d Generalized Randomized Forests.
Proceedings of the Short Paper Proceedings of the 33rd Computer Graphics International, Heraklion, Greece, June 28, 2016

2015
Dithering-based Sampling and Weighted α-shapes for Local Feature Detection.
IPSJ Trans. Comput. Vis. Appl., 2015

Web-Scale Image Clustering Revisited.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Early burst detection for memory-efficient image retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Planar shape decomposition made simple.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval.
Int. J. Comput. Vis., 2014

Towards large-scale geometry indexing by feature selection.
Comput. Vis. Image Underst., 2014

Locally Optimized Product Quantization for Approximate Nearest Neighbor Search.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Improving Local Features by Dithering-Based Image Sampling.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Multimodal Saliency and Fusion for Movie Summarization Based on Aural, Visual, and Textual Attention.
IEEE Trans. Multim., 2013

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
SymCity: feature selection by symmetry for large scale image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

WαSH: Weighted α-Shapes for Local Feature Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

Approximate Gaussian Mixtures for Large Scale Vocabularies.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
VIRaL: Visual Image Retrieval and Localization.
Multim. Tools Appl., 2011

Spatiotemporal Features for Action Recognition and Salient Event Detection.
Cogn. Comput., 2011

Scalable triangulation-based logo recognition.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Speeded-up, relaxed spatial matching.
Proceedings of the IEEE International Conference on Computer Vision, 2011

The medial feature detector: Stable regions from image boundaries.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Knowledge-Driven Segmentation and Classification.
Proceedings of the Multimedia Semantics: Metadata, Analysis and Interaction, 2011

2010
Selected Papers from MultiMedia Modeling Conference 2009.
EURASIP J. Image Video Process., 2010

Feature map hashing: sub-linear indexing of appearance and global geometry.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Retrieving landmark and non-landmark images from community photo collections.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Detecting Regions from Single Scale Edges.
Proceedings of the Trends and Topics in Computer Vision, 2010

2009
Using Visual Context and Region Semantics for High-Level Concept Detection.
IEEE Trans. Multim., 2009

Spatiotemporal saliency for video classification.
Signal Process. Image Commun., 2009

Concept detection and keyframe extraction using a visual thesaurus.
Multim. Tools Appl., 2009

Large Scale Concept Detection in Video Using a Region Thesaurus.
Proceedings of the Advances in Multimedia Modeling, 2009

Integrating Image Segmentation and Classification for Fuzzy Knowledge-Based Multimedia Indexing.
Proceedings of the Advances in Multimedia Modeling, 2009

Video event detection and summarization using audio, visual and text saliency.
Proceedings of the IEEE International Conference on Acoustics, 2009

Dense saliency-based spatiotemporal feature points for action recognition.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Compound Document Analysis by Fusing Evidence Across Media.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Multimedia Archives and Mediators.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Detection of High-Level Concepts in Multimedia.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Multimedia Personalization.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Person Detection in Images and Video.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Introduction to the special issue on semantic analysis for interactive multimedia services.
Signal Process. Image Commun., 2008

Semantic representation of multimedia content: Knowledge representation and semantic indexing.
Multim. Tools Appl., 2008

Introduction to the special issue on "semantic multimedia".
Multim. Tools Appl., 2008

Personalized information retrieval based on context and ontological knowledge.
Knowl. Eng. Rev., 2008

A Semantic Multimedia Analysis Approach Utilizing a Region Thesaurus and LSA.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008




Spatiotemporal semantic video segmentation.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Using region semantics and visual context for scene classification.
Proceedings of the International Conference on Image Processing, 2008

Movie summarization based on audiovisual saliency detection.
Proceedings of the International Conference on Image Processing, 2008

Collective Intelligence Generation from User Contributed Content.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Efficient Media Exploitation Towards Collective Intelligence.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Regions of interest for accurate object detection.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

Affine invariant curve matching using normalization and curvature scale-space.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

Audiovisual Attention Modeling and Salient Event Detection.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007
High-Level Concept Detection in Video Using a Region Thesaurus.
Proceedings of the Emerging Artificial Intelligence Applications in Computer Engineering, 2007

Personalized Content Retrieval in Context Using Ontological Knowledge.
IEEE Trans. Circuits Syst. Video Technol., 2007

Semantic Image Segmentation and Object Labeling.
IEEE Trans. Circuits Syst. Video Technol., 2007

Using Multiple Domain Visual Context in Image Analysis.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007



Keyframe Extraction Using Local Visual Semantics in the Form of a Region Thesaurus.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007

High-Level Concept Detection Based on Mid-Level Semantic Information and Contextual Adaptation.
Proceedings of the Second International Workshop on Semantic Media Adaptation and Personalization, 2007

A Region Thesaurus Approach for High-Level Concept Detection in the Natural Disaster Domain.
Proceedings of the Semantic Multimedia, 2007

Towards Semantic Multimedia Indexing by Classification & Reasoning on Textual Metadata.
Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content KAMC'07, 2007

An Audio-Visual Saliency Model for Movie Summarization.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Semantic Multimedia Analysis based on Region Types and Visual Context.
Proceedings of the Artificial Intelligence and Innovations 2007: from Theory to Applications, 2007

salienShrink: Saliency-Based Wavelet Shrinkage.
Proceedings of the International Conference on Image Processing, 2007

Spatiotemporal saliency for event detection and representation in the 3D wavelet domain: potential in human action recognition.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Multimedia Archives and Mediators.
Proceedings of the Encyclopedia of Multimedia, 2006

Integrating Multimedia Archives: The Architecture and the Content Layer.
IEEE Trans. Syst. Man Cybern. Part A, 2006

Knowledge-Assisted Image Analysis Based on Context and Spatial Optimization.
Int. J. Semantic Web Inf. Syst., 2006

Computationally efficient sup-<i>t</i> transitive closure for sparse fuzzy binary relations.
Fuzzy Sets Syst., 2006



Using Local Region Semantics for Concept Detection in Video.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Using Context and a Genetic Algorithm for Knowledge Assisted Image Analysis.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

Rule-based Reasoning for Semantic Image Segmentation and Interpretation.
Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

A Context-Based Region Labeling Approach for Semantic Image Segmentation.
Proceedings of the Semantic Multimedia, 2006

Priority coding for video-telephony applications based on visual attention.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

Fast Video Object Tracking using Affine Invariant Normalization.
Proceedings of the Artificial Intelligence Applications and Innovations, 2006

A Contextual Personalization Approach Based on Ontological Knowledge.
Proceedings of the 2nd International Workshop on Contexts and Ontologies: Theory, 2006

2005
An Ontology Infrastructure for Multimedia Reasoning.
Proceedings of the Visual Content Processing and Representation, 2005

Using a Multimedia Ontology Infrastructure for Semantic Annotation of Multimedia Content.
Proceedings of the 5th International Workshop on Knowledge Markup and Semantic Annotation ( SemAnnot 2005 ) located at the 4rd International Semantic Web Conference ISWC 2005, 2005

Self-tuning Personalized Information Retrieval in an Ontology-Based Framework.
Proceedings of the On the Move to Meaningful Internet Systems 2005: OTM 2005 Workshops, 2005

Fusing MPEG-7 Visual Descriptors for Image Classification.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Handling Uncertainty in Video Analysis with Spatiotemporal Visual Attention.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Semantic Annotation of Images and Videos for Multimedia Analysis.
Proceedings of the Semantic Web: Research and Applications, 2005

Knowledge-Based Multimedia Content Indexing and Retrieval.
Proceedings of the Multimedia Content and the Semantic Web, 2005

2004
Spatiotemporal visual attention architecture for video analysis.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Fuzzy relational knowledge representation and context in the service of semantic information retrieval.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Knowledge Representation for Semantic Multimedia Content Analysis and Reasoning.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

Achieving Integration of Knowledge and Content Technologies: The aceMedia Project.
Proceedings of the Knowledge-Based Media Analysis for Self-Adaptive and Agile Multi-Media, 2004

Knowledge Assisted Analysis and Categorization for Semantic Video Retrieval.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

Adding Semantics to Audiovisual Content: The FAETHON Project.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003
Unified Access to Heterogeneous Audiovisual Archives.
J. Univers. Comput. Sci., 2003

Intelligent Visual Descriptor Extraction from Video Sequences.
Proceedings of the Adaptive Multimedia Retrieval: First International Workshop, 2003

2002
Intelligent Semantic Access to Audiovisual Content.
Proceedings of the Methods and Applications of Artificial Intelligence, 2002

2001
Facial Image Indexing in Multimedia Databases.
Pattern Anal. Appl., 2001

Affine-invariant curve normalization for object shape representation, classification, and retrieval.
Mach. Vis. Appl., 2001

2000
Efficient summarization of stereoscopic video sequences.
IEEE Trans. Circuits Syst. Video Technol., 2000

Affine-Invariant Curve Normalization for Shape-Based Retrieval.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Broadcast News Parsing using Visual Cues: A Robust Face Detection Approach.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Efficient Face Detection for Multimedia Applications.
Proceedings of the 2000 International Conference on Image Processing, 2000

Color-based retrieval of facial images.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
A Stochastic Framework for Optimal Key Frame Extraction from MPEG Video Databases.
Comput. Vis. Image Underst., 1999

Interactive Content-Based Retrieval in Video Databases Using Fuzzy Classification and Relevance Feedback.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

1998
Video Content Representation using Optimal Extraction of Frames and Scenes.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Ultrasonic array imaging using CDMA techniques.
Proceedings of the 9th European Signal Processing Conference, 1998


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