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08/09/2023
Decorrelating neurons using persistence
We propose a novel way to improve the generalisation capacity of deep le...
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08/09/2023
Which Tokens to Use? Investigating Token Reduction in Vision Transformers
Since the introduction of the Vision Transformer (ViT), researchers have...
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07/27/2023
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining
Sign Language Translation (SLT) is a challenging task due to its cross-d...
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06/26/2023
Beyond AUROC co. for evaluating out-of-distribution detection performance
While there has been a growing research interest in developing out-of-di...
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06/11/2023
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge
The Multi-modal Multiple Appropriate Facial Reaction Generation Challeng...
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04/15/2023
Surveillance Face Presentation Attack Detection Challenge
Face Anti-spoofing (FAS) is essential to secure face recognition systems...
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04/12/2023
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Face anti-spoofing (FAS) is an essential mechanism for safeguarding the ...
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02/16/2023
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
We introduce Meta-Album, an image classification meta-dataset designed t...
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11/25/2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction
Stochastic human motion prediction (HMP) has generally been tackled with...
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08/31/2022
NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results
We present the design and baseline results for a new challenge in the Ch...
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07/15/2022
A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences
Continuous Hand Gesture Recognition (CHGR) has been extensively studied ...
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06/22/2022
UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022
This report presents the technical details of our submission to the EPIC...
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04/27/2022
Relevance-based Margin for Contrastively-trained Video Retrieval Models
Video retrieval using natural language queries has attracted increasing ...
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04/02/2022
Word separation in continuous sign language using isolated signs and post-processing
Continuous Sign Language Recognition (CSLR) is a long challenging task i...
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03/23/2022
Towards explaining the generalization gap in neural networks using topological data analysis
Understanding how neural networks generalize on unseen data is crucial f...
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03/21/2022
Towards Self-Supervised Gaze Estimation
Recent joint embedding-based self-supervised methods have surpassed stan...
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03/16/2022
Gate-Shift-Fuse for Video Action Recognition
Convolutional Neural Networks are the de facto models for image recognit...
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03/07/2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios
Human behavior forecasting during human-human interactions is of utmost ...
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03/04/2022
Didn't see that coming: a survey on non-verbal social human behavior forecasting
Non-verbal social human behavior forecasting has increasingly attracted ...
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01/16/2022
Video Transformers: A Survey
Transformer models have shown great success modeling long-range interact...
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01/10/2022
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
Assessment of myocardial viability is essential in diagnosis and treatme...
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01/08/2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation
Domain Adaptation (DA) has recently raised strong interests in the medic...
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01/05/2022
All You Need In Sign Language Production
Sign Language is the dominant form of communication language used in the...
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11/15/2021
Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder
The sewerage infrastructure is one of the most important and expensive i...
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10/12/2021
Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone
Obtaining standardized crowdsourced benchmark of computational methods i...
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10/06/2021
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021
This report presents the technical details of our submission to the EPIC...
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09/20/2021
Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions
Personality computing has become an emerging topic in computer vision, d...
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09/02/2021
Multi-Modal Zero-Shot Sign Language Recognition
Zero-Shot Learning (ZSL) has rapidly advanced in recent years. Towards o...
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08/23/2021
ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos
Sign Language Recognition (SLR) is a challenging research area in comput...
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08/16/2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge
The threat of 3D masks to face recognition systems is increasingly serio...
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06/24/2021
ChaLearn Looking at People: Inpainting and Denoising challenges
Dealing with incomplete information is a well studied problem in the con...
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05/11/2021
ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research
The performances of Sign Language Recognition (SLR) systems have improve...
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04/30/2021
Deep learning with self-supervision and uncertainty regularization to count fish in underwater images
Effective conservation actions require effective population monitoring. ...
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03/29/2021
Sign Language Production: A Review
Sign Language is the dominant yet non-primary form of communication lang...
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02/16/2021
Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries
We present EgoACO, a deep neural architecture for video action recogniti...
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12/28/2020
Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset
This paper introduces UDIVA, a new non-acted dataset of face-to-face dya...
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11/30/2020
Person Perception Biases Exposed: Revisiting the First Impressions Dataset
This work revisits the ChaLearn First Impressions database, annotated fo...
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09/16/2020
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition
This work summarizes the 2020 ChaLearn Looking at People Fair Face Recog...
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09/06/2020
DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation
We present a novel approach to the garment animation problem through dee...
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05/01/2020
Computing the Testing Error without a Testing Set
Deep Neural Networks (DNNs) have revolutionized computer vision. We now ...
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03/10/2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
Medical image segmentation has been very challenging due to the large va...
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12/05/2019
CLOTH3D: Clothed 3D Humans
This work presents CLOTH3D, the first big scale synthetic dataset of 3D ...
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12/05/2019
Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing
Regardless of the usage of deep learning and handcrafted methods, the dy...
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12/01/2019
Gate-Shift Networks for Video Action Recognition
Deep 3D CNNs for video action recognition are designed to learn powerful...
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09/12/2019
On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals
Personality perception is implicitly biased due to many subjective facto...
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08/31/2019
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions
In recent years, deep learning-based networks have achieved state-of-the...
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08/28/2019
CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing
Face anti-spoofing is essential to prevent face recognition systems from...
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07/29/2019
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition
The ChaLearn large-scale gesture recognition challenge has been run twic...
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06/21/2019
FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge
In this report we describe the technical details of our submission to th...
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05/29/2019