Efstratios Gavves

Orcid: 0000-0001-8947-1332

According to our database1, Efstratios Gavves authored at least 136 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Data-driven Lie point symmetry detection for continuous dynamical systems.
Mach. Learn. Sci. Technol., March, 2024

PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation.
Neurocomputing, 2024

Mining Open Semantics from CLIP: A Relation Transition Perspective for Few-Shot Learning.
CoRR, 2024

Space-Time Continuous PDE Forecasting using Equivariant Neural Fields.
CoRR, 2024

Grounding Continuous Representations in Geometry: Equivariant Neural Fields.
CoRR, 2024

Amortized Equation Discovery in Hybrid Dynamical Systems.
CoRR, 2024

Ai-Sampler: Adversarial Learning of Markov kernels with involutive maps.
CoRR, 2024

Domain Adaptation with Cauchy-Schwarz Divergence.
CoRR, 2024

Self-supervised visual learning in the low-data regime: a comparative evaluation.
CoRR, 2024

Mechanistic Interpretability for AI Safety - A Review.
CoRR, 2024

Graph Neural Networks for Learning Equivariant Representations of Neural Networks.
CoRR, 2024

Mechanistic Neural Networks for Scientific Machine Learning.
CoRR, 2024

Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation.
Proceedings of the International Conference on 3D Vision, 2024

2023
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration.
Medical Image Anal., December, 2023

Spatio-temporal physics-informed learning: A novel approach to CT perfusion analysis in acute ischemic stroke.
Medical Image Anal., December, 2023

PerfU-Net: Baseline infarct estimation from CT perfusion source data for acute ischemic stroke.
Medical Image Anal., April, 2023

How to Train Neural Field Representations: A Comprehensive Study and Benchmark.
CoRR, 2023

Motion Flow Matching for Human Motion Synthesis and Editing.
CoRR, 2023

Data Augmentations in Deep Weight Spaces.
CoRR, 2023

Neural Modulation Fields for Conditional Cone Beam Neural Tomography.
CoRR, 2023

PiClick: Picking the desired mask in click-based interactive segmentation.
CoRR, 2023

Invariant Neural Ordinary Differential Equations.
CoRR, 2023

BISCUIT: Causal Representation Learning from Binary Interactions.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Learning Lie Group Symmetry Transformations with Neural Networks.
Proceedings of the Topological, 2023

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Modulated Neural ODEs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Noise2Aliasing: Unsupervised Deep Learning for View Aliasing and Noise Reduction in 4DCBCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Graph Switching Dynamical Systems.
Proceedings of the International Conference on Machine Learning, 2023

Scalable Subset Sampling with Neural Conditional Poisson Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Differentiable Mathematical Programming for Object-Centric Representation Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Modelling Long Range Dependencies in $N$D: From Task-Specific to a General Purpose CNN.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

Memory-augmented Variational Adaptation for Online Few-shot Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Open-Vocabulary Video Instance Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer.
Medical Image Anal., 2022

iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects.
CoRR, 2022

Towards a General Purpose CNN for Long Range Dependencies in ND.
CoRR, 2022

Fake It Till You Make It: Near-Distribution Novelty Detection by Score-Based Generative Models.
CoRR, 2022

Reliably Re-Acting to Partner's Actions with the Social Intrinsic Motivation of Transfer Empowerment.
CoRR, 2022

CITRIS: Causal Identifiability from Temporal Intervened Sequences.
CoRR, 2022

Domain- and task-specific transfer learning for medical segmentation tasks.
Comput. Methods Programs Biomed., 2022

Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Dynamic Transformer for Few-shot Instance Segmentation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Tumor tracking in 4D CT images for adaptive radiotherapy.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Stability Regularization for Discrete Representation Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Efficient Neural Causal Discovery without Acyclicity Constraints.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Delta Distillation for Efficient Video Processing.
Proceedings of the Computer Vision - ECCV 2022, 2022

3D Equivariant Graph Implicit Functions.
Proceedings of the Computer Vision - ECCV 2022, 2022

NFormer: Robust Person Re-identification with Neighbor Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing.
Proceedings of the Conference on Lifelong Learning Agents, 2022

Few-shot Semantic Segmentation with Support-induced Graph Convolutional Network.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Unsharp Mask Guided Filtering.
IEEE Trans. Image Process., 2021

WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need.
CoRR, 2021

DeepSMILE: Self-supervised heterogeneity-aware multiple instance learning for DNA damage response defect classification directly from H&E whole-slide images.
CoRR, 2021

Federated Mixture of Experts.
CoRR, 2021

Sparse-Shot Learning for Extremely Many Localisations.
CoRR, 2021

Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels.
CoRR, 2021

Mixed variable Bayesian optimization with frequency modulated kernels.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Roto-translated Local Coordinate Frames For Interacting Dynamical Systems.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders.
Proceedings of the 38th International Conference on Machine Learning, 2021

Neural Feature Matching in Implicit 3D Representations.
Proceedings of the 38th International Conference on Machine Learning, 2021

Categorical Normalizing Flows via Continuous Transformations.
Proceedings of the 9th International Conference on Learning Representations, 2021

Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Rotation Equivariant Siamese Networks for Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Robust Multi-Agent Reinforcement Learning with Social Empowerment for Coordination and Communication.
CoRR, 2020

Siamese Tracking with Lingual Object Constraints.
CoRR, 2020

PIC: Permutation Invariant Convolution for Recognizing Long-range Activities.
CoRR, 2020

Siamese Tracking of Cell Behaviour Patterns.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Quasibinary Classifier for Images with Zero and Multiple Labels.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Self-Selective Context for Interaction Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Tackling Occlusion in Siamese Tracking with Structured Dropouts.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Model Decay in Long-Term Tracking.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks.
Proceedings of the 37th International Conference on Machine Learning, 2020

PointMixup: Augmentation for Point Clouds.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Tracking-Assisted Segmentation of Biological Cells.
CoRR, 2019

SafeCritic: Collision-Aware Trajectory Prediction.
CoRR, 2019

Increasing Expressivity of a Hyperspherical VAE.
CoRR, 2019

VideoGraph: Recognizing Minutes-Long Human Activities in Videos.
CoRR, 2019

Combinatorial Bayesian Optimization using Graph Representations.
CoRR, 2019

Combinatorial Bayesian Optimization using the Graph Cartesian Product.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Initialized Equilibrium Propagation for Backprop-Free Training.
Proceedings of the 7th International Conference on Learning Representations, 2019

Relaxed Quantization for Discretized Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on N-Spheres.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Timeception for Complex Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Training a Spiking Neural Network with Equilibrium Propagation.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation.
Proceedings of the 2019 International Conference on 3D Vision, 2019

2018
Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Action Recognition with Dynamic Image Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

VideoLSTM convolves, attends and flows for action recognition.
Comput. Vis. Image Underst., 2018

Improving Word Embedding Compositionality using Lexicographic Definitions.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Searching and Matching Texture-free 3D Shapes in Images.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

BOCK : Bayesian Optimization with Cylindrical Kernels.
Proceedings of the 35th International Conference on Machine Learning, 2018

Temporally Efficient Deep Learning with Spikes.
Proceedings of the 6th International Conference on Learning Representations, 2018

Long-Term Tracking in the Wild: A Benchmark.
Proceedings of the Computer Vision - ECCV 2018, 2018

Dynamic Adaptation on Non-stationary Visual Domains.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Video Time: Properties, Encoders and Evaluation.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Rank Pooling for Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Examining Cooperation in Visual Dialog Models.
CoRR, 2017

Tracking for Half an Hour.
CoRR, 2017

Temporally Efficient Deep Learning with Spikes.
CoRR, 2017

Tracking by Natural Language Specification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unified Embedding and Metric Learning for Zero-Exemplar Event Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Self-Supervised Video Representation Learning with Odd-One-Out Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
VideoLSTM Convolves, Attends and Flows for Action Recognition.
CoRR, 2016

University of Amsterdam and Renmin University at TRECVID 2016: Searching Video, Detecting Events and Describing Video.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

A Novel Perspective of Image Search for Tracking and Actions.
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

Online Action Detection.
Proceedings of the Computer Vision - ECCV 2016, 2016

Siamese Instance Search for Tracking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Reflectance Maps.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Dynamic Image Networks for Action Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Local Alignments for Fine-Grained Categorization.
Int. J. Comput. Vis., 2015

Guiding Long-Short Term Memory for Image Caption Generation.
CoRR, 2015

MidRank: Learning to rank based on subsequences.
CoRR, 2015

Guiding the Long-Short Term Memory Model for Image Caption Generation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning to Rank Based on Subsequences.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Modeling video evolution for action recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Conceptlets: Selective Semantics for Classifying Video Events.
IEEE Trans. Multim., 2014

Attributes Make Sense on Segmented Objects.
Proceedings of the Computer Vision - ECCV 2014, 2014

Locality in Generic Instance Search from One Example.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

COSTA: Co-Occurrence Statistics for Zero-Shot Classification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Searching informative concept banks for video event detection.
Proceedings of the International Conference on Multimedia Retrieval, 2013

Codemaps - Segment, Classify and Search Objects Locally.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Fine-Grained Categorization by Alignments.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Visual synonyms for landmark image retrieval.
Comput. Vis. Image Underst., 2012

Convex reduction of high-dimensional kernels for visual classification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Personalizing automated image annotation using cross-entropy.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010
The MediaMill TRECVID 2010 Semantic Video Search Engine.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Landmark image retrieval using visual synonyms.
Proceedings of the 18th International Conference on Multimedia 2010, 2010


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