Papers Gender Prediction
“Gender Prediction” 태그가 달린 논문 74편 · 필터 해제
Context Matters: Auditing Gender Bias in T2I Generation through Risk-Tiered Use-Case Profiles
Text-to-image (T2I) generative models are increasingly used to produce content for education, media, and public-facing communication, and are starting to be integrated into higher-impact pipelines. Since generated images…
Gender PredictionLost in Translation? Exploring the Shift in Grammatical Gender from Latin to Occitan
The diachronic evolution from Latin to the Romance languages involved a restructuring of the grammatical gender system from a tripartite configuration (masculine, feminine, neuter) to a bipartite one (masculine, feminine…
Gender PredictionIdentifying and Mitigating Gender Cues in Academic Recommendation Letters: An Interpretability Case Study
Letters of recommendation (LoRs) can carry patterns of implicitly gendered language that can inadvertently influence downstream decisions, e.g. in hiring and admissions. In this work, we investigate the extent to which T…
Gender PredictionCross-Language Speaker Attribute Prediction Using MIL and RL
We study multilingual speaker attribute prediction under linguistic variation, domain mismatch, and data imbalance across languages. We propose RLMIL-DAT, a multilingual extension of the reinforced multiple instance lear…
Multiple Instance LearningReinforcement LearningGender PredictionDomain AdaptationEvaluating the Clinical Impact of Generative Inpainting on Bone Age Estimation
Generative foundation models can remove visual artifacts through realistic image inpainting, but their impact on medical AI performance remains uncertain. Pediatric hand radiographs often contain non-anatomical markers, …
Gender PredictionImage InpaintingAge EstimationCelebrity Profiling on Short Urdu Text using Twitter Followers' Feed
Social media has become an essential part of the digital age, serving as a platform for communication, interaction, and information sharing. Celebrities are among the most active users and often reveal aspects of their p…
Gender PredictionMoME: Estimating Psychological Traits from Gait with Multi-Stage Mixture of Movement Experts
Gait encodes rich biometric and behavioural information, yet leveraging the manner of walking to infer psychological traits remains a challenging and underexplored problem. We introduce a hierarchical Multi-Stage Mixture…
Gender PredictionTemporal Generalization: A Reality Check
Machine learning (ML) models often struggle to maintain performance under distribution shifts, leading to inaccurate predictions on unseen future data. In this work, we investigate whether and under what conditions model…
Gender PredictionExploring Disparity-Accuracy Trade-offs in Face Recognition Systems: The Role of Datasets, Architectures, and Loss Functions
Automated Face Recognition Systems (FRSs), developed using deep learning models, are deployed worldwide for identity verification and facial attribute analysis. The performance of these models is determined by a complex …
AttributeFace RecognitionGender PredictionWho Are You Behind the Screen? Implicit MBTI and Gender Detection Using Artificial Intelligence
In personalized technology and psychological research, precisely detecting demographic features and personality traits from digital interactions becomes ever more important. This work investigates implicit categorization…
Gender ClassificationGender PredictionDeep Learning based approach to detect Customer Age, Gender and Expression in Surveillance Video
In the current information era, customer analytics play a key role in the success of any business. Since customer demographics primarily dictate their preferences, identification and utilization of age & gender informati…
Gender PredictionMarketingA Deep Learning Approach to Language-independent Gender Prediction on Twitter
This work presents a set of experiments conducted to predict the gender of Twitter users based on language-independent features extracted from the text of the users' tweets. The experiments were performed on a version of…
Gender PredictionHuman Age and Gender Prediction Management system project report
In social interaction, gender and age play an important role. Natural differences vary in gender, as are the terms used to identify people by their age. Despite the importance of these factors in our daily lives, the mac…
Age EstimationGender PredictionManagementComputational Analysis of Gender Depiction in the Comedias of Calderón de la Barca
In theatre, playwrights use the portrayal of characters to explore culturally based gender norms. In this paper, we develop quantitative methods to study gender depiction in the non-religious works (comedias) of Pedro Ca…
Gender PredictionBreaking the Global North Stereotype: A Global South-centric Benchmark Dataset for Auditing and Mitigating Biases in Facial Recognition Systems
Facial Recognition Systems (FRSs) are being developed and deployed globally at unprecedented rates. Most platforms are designed in a limited set of countries but deployed in worldwide, without adequate checkpoints. This …
Contrastive LearningGender PredictionRed TeamingBeyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions
Name-based gender prediction has traditionally categorized individuals as either female or male based on their names, using a binary classification system. That binary approach can be problematic in the cases of gender-n…
Binary ClassificationGender PredictionPredictionFor the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name-Gender Prediction
Achieving gender equality is a pivotal factor in realizing the UN's Global Goals for Sustainable Development. Gender bias studies work towards this and rely on name-based gender inference tools to assign individual gende…
Gender PredictionKnowledge DistillationMulti-Task LearningVoice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition
This paper presents a software allowing to describe voices using a continuous Voice Femininity Percentage (VFP). This system is intended for transgender speakers during their voice transition and for voice therapists sup…
Gender ClassificationGender PredictionA Picture is Worth 500 Labels: A Case Study of Demographic Disparities in Local Machine Learning Models for Instagram and TikTok
Mobile apps have embraced user privacy by moving their data processing to the user's smartphone. Advanced machine learning (ML) models, such as vision models, can now locally analyze user images to extract insights that …
Gender PredictionBeyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation
Multimodal Large Language Models (MLLMs) have recently gained immense popularity. Powerful commercial models like ChatGPT-4V and Gemini, as well as open-source ones such as LLaVA, are essentially general-purpose models a…
Age And Gender ClassificationAge and Gender EstimationAge EstimationFacial Attribute Classification+2