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07/19/2023
Towards Fair Face Verification: An In-depth Analysis of Demographic Biases
Deep learning-based person identification and verification systems have ...
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04/27/2023
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations
Bias in computer vision systems can perpetuate or even amplify discrimin...
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04/27/2023
VERITE: A Robust Benchmark for Multimodal Misinformation Detection Accounting for Unimodal Bias
Multimedia content has become ubiquitous on social media platforms, lead...
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04/06/2023
MemeFier: Dual-stage Modality Fusion for Image Meme Classification
Hate speech is a societal problem that has significantly grown through t...
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03/02/2023
Synthetic Misinformers: Generating and Combating Multimodal Misinformation
With the expansion of social media and the increasing dissemination of m...
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12/14/2022
Design-time Fashion Popularity Forecasting in VR Environments
Being able to forecast the popularity of new garment designs is very imp...
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12/01/2022
Leveraging Large-scale Multimedia Datasets to Refine Content Moderation Models
The sheer volume of online user-generated content has rendered content m...
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07/27/2022
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-training
For fashion outfits to be considered aesthetically pleasing, the garment...
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05/26/2022
MemeTector: Enforcing deep focus for meme detection
Image memes and specifically their widely-known variation image macros, ...
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05/20/2022
InDistill: Transferring Knowledge From Pruned Intermediate Layers
Deploying deep neural networks on hardware with limited resources, such ...
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04/08/2022
Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products
Estimating the preferences of consumers is of utmost importance for the ...
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09/02/2020
LAVARNET: Neural Network Modeling of Causal Variable Relationships for Multivariate Time Series Forecasting
Multivariate time series forecasting is of great importance to many scie...
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10/31/2019
