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Fairness

3337 directly classified papers

Papers per year

Papers

Invariant Feature Regularization for Fair Face Recognition ICCV 2023
An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities INTERSPEECH 2023
FairPrism: Evaluating Fairness-Related Harms in Text Generation ACL 2023
Delegated Classification NIPS 2023
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023
HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models ICCV 2023
How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning INTERSPEECH 2023
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ICCV 2023
No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023
Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023
BiasBed - Rigorous Texture Bias Evaluation CVPR 2023
CFA: Class-Wise Calibrated Fair Adversarial Training CVPR 2023
LUCID: Exposing Algorithmic Bias through Inverse Design AAAI 2023
First-Choice Maximality Meets Ex-ante and Ex-post Fairness IJCAI 2023
Unfooling Perturbation-Based Post Hoc Explainers AAAI 2023
Participatory Budgeting: Data, Tools and Analysis IJCAI 2023
On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023
Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023
On the Fairness Impacts of Private Ensembles Models IJCAI 2023
Sampling Ex-Post Group-Fair Rankings IJCAI 2023
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences Between Pretrained Generative Models CVPR 2023
Incentivizing Recourse through Auditing in Strategic Classification IJCAI 2023
Model-Agnostic Gender Debiased Image Captioning CVPR 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models EMNLP 2023