Fair Domain Generalization: An Information-Theoretic View
Fuente:
arXiv
Guardado en:
| Autores principales: | Lian, Tangzheng, Hu, Guanyu, Kollias, Dimitrios, Yang, Xinyu, Celiktutan, Oya |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
CausalAffect: Causal Discovery for Facial Affective Understanding
por: Hu, Guanyu, et al.
Publicado: (2025)
por: Hu, Guanyu, et al.
Publicado: (2025)
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
por: Lian, Tangzheng, et al.
Publicado: (2026)
por: Lian, Tangzheng, et al.
Publicado: (2026)
A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models
por: Lian, Tangzheng, et al.
Publicado: (2025)
por: Lian, Tangzheng, et al.
Publicado: (2025)
FairMT: Fairness for Heterogeneous Multi-Task Learning
por: Hu, Guanyu, et al.
Publicado: (2025)
por: Hu, Guanyu, et al.
Publicado: (2025)
Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis
por: Hu, Guanyu, et al.
Publicado: (2024)
por: Hu, Guanyu, et al.
Publicado: (2024)
Grounding Emotion Recognition with Visual Prototypes: VEGA -- Revisiting CLIP in MERC
por: Hu, Guanyu, et al.
Publicado: (2025)
por: Hu, Guanyu, et al.
Publicado: (2025)
Rethinking Affect Analysis: A Protocol for Ensuring Fairness and Consistency
por: Hu, Guanyu, et al.
Publicado: (2024)
por: Hu, Guanyu, et al.
Publicado: (2024)
Unified Number-Free Text-to-Motion Generation Via Flow Matching
por: Huang, Guanhe, et al.
Publicado: (2026)
por: Huang, Guanhe, et al.
Publicado: (2026)
MMA-MRNNet: Harnessing Multiple Models of Affect and Dynamic Masked RNN for Precise Facial Expression Intensity Estimation
por: Kollias, Dimitrios, et al.
Publicado: (2023)
por: Kollias, Dimitrios, et al.
Publicado: (2023)
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation
por: Hu, Guanyu, et al.
Publicado: (2024)
por: Hu, Guanyu, et al.
Publicado: (2024)
Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans
por: Kollias, Dimitrios, et al.
Publicado: (2024)
por: Kollias, Dimitrios, et al.
Publicado: (2024)
Ensuring UAV Safety: A Vision-only and Real-time Framework for Collision Avoidance Through Object Detection, Tracking, and Distance Estimation
por: Karampinis, Vasileios, et al.
Publicado: (2024)
por: Karampinis, Vasileios, et al.
Publicado: (2024)
CUE-Net: Violence Detection Video Analytics with Spatial Cropping, Enhanced UniformerV2 and Modified Efficient Additive Attention
por: Senadeera, Damith Chamalke, et al.
Publicado: (2024)
por: Senadeera, Damith Chamalke, et al.
Publicado: (2024)
CoLoRSMamba: Conditional LoRA-Steered Mamba for Supervised Multimodal Violence Detection
por: Senadeera, Damith Chamalke, et al.
Publicado: (2026)
por: Senadeera, Damith Chamalke, et al.
Publicado: (2026)
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation
por: Arsenos, Anastasios, et al.
Publicado: (2024)
por: Arsenos, Anastasios, et al.
Publicado: (2024)
Automated Measurement of Eczema Severity with Self-Supervised Learning
por: Kumar, Neelesh, et al.
Publicado: (2025)
por: Kumar, Neelesh, et al.
Publicado: (2025)
Estimating the Robustness Radius for Randomized Smoothing with 100$\times$ Sample Efficiency
por: Seferis, Emmanouil, et al.
Publicado: (2024)
por: Seferis, Emmanouil, et al.
Publicado: (2024)
Dual Branch VideoMamba with Gated Class Token Fusion for Violence Detection
por: Senadeera, Damith Chamalke, et al.
Publicado: (2025)
por: Senadeera, Damith Chamalke, et al.
Publicado: (2025)
MULTI: Disentangling Camera Lens, Sensor, View, and Domain for Novel Image Generation
por: Godavarthy, Sonali, et al.
Publicado: (2026)
por: Godavarthy, Sonali, et al.
Publicado: (2026)
Chain-of-Trajectories: Unlocking the Intrinsic Generative Optimality of Diffusion Models via Graph-Theoretic Planning
por: Chen, Ping, et al.
Publicado: (2026)
por: Chen, Ping, et al.
Publicado: (2026)
FairRAG: Fair Human Generation via Fair Retrieval Augmentation
por: Shrestha, Robik, et al.
Publicado: (2024)
por: Shrestha, Robik, et al.
Publicado: (2024)
Stable-Drift: A Patient-Aware Latent Drift Replay Method for Stabilizing Representations in Continual Learning
por: Theofilou, Paraskevi-Antonia, et al.
Publicado: (2025)
por: Theofilou, Paraskevi-Antonia, et al.
Publicado: (2025)
Preserving Fairness Generalization in Deepfake Detection
por: Lin, Li, et al.
Publicado: (2024)
por: Lin, Li, et al.
Publicado: (2024)
Generative View Stitching
por: Song, Chonghyuk, et al.
Publicado: (2025)
por: Song, Chonghyuk, et al.
Publicado: (2025)
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
por: Tang, Zihao, et al.
Publicado: (2024)
por: Tang, Zihao, et al.
Publicado: (2024)
Fair Deepfake Detectors Can Generalize
por: Cheng, Harry, et al.
Publicado: (2025)
por: Cheng, Harry, et al.
Publicado: (2025)
Information Theoretic Text-to-Image Alignment
por: Wang, Chao, et al.
Publicado: (2024)
por: Wang, Chao, et al.
Publicado: (2024)
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey
por: Li, Jindong, et al.
Publicado: (2025)
por: Li, Jindong, et al.
Publicado: (2025)
7th ABAW Competition: Multi-Task Learning and Compound Expression Recognition
por: Kollias, Dimitrios, et al.
Publicado: (2024)
por: Kollias, Dimitrios, et al.
Publicado: (2024)
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
por: Qin, Huaiyuan, et al.
Publicado: (2025)
por: Qin, Huaiyuan, et al.
Publicado: (2025)
Face4FairShifts: A Large Image Benchmark for Fairness and Robust Learning across Visual Domains
por: Lin, Yumeng, et al.
Publicado: (2025)
por: Lin, Yumeng, et al.
Publicado: (2025)
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
por: Wang, Siqi, et al.
Publicado: (2025)
por: Wang, Siqi, et al.
Publicado: (2025)
Feature Diversification and Adaptation for Federated Domain Generalization
por: Yang, Seunghan, et al.
Publicado: (2024)
por: Yang, Seunghan, et al.
Publicado: (2024)
FMC-DETR: Frequency-Decoupled Multi-Domain Coordination for Aerial-View Object Detection
por: Liang, Ben, et al.
Publicado: (2025)
por: Liang, Ben, et al.
Publicado: (2025)
Distributionally Generative Augmentation for Fair Facial Attribute Classification
por: Zhang, Fengda, et al.
Publicado: (2024)
por: Zhang, Fengda, et al.
Publicado: (2024)
Prototype-Enhanced Multi-View Learning for Thyroid Nodule Ultrasound Classification
por: Chen, Yangmei, et al.
Publicado: (2026)
por: Chen, Yangmei, et al.
Publicado: (2026)
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
por: He, Xilin, et al.
Publicado: (2024)
por: He, Xilin, et al.
Publicado: (2024)
DUDE: Diffusion-Based Unsupervised Cross-Domain Image Retrieval
por: Yang, Ruohong, et al.
Publicado: (2025)
por: Yang, Ruohong, et al.
Publicado: (2025)
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
por: Peng, Kunyu, et al.
Publicado: (2024)
por: Peng, Kunyu, et al.
Publicado: (2024)
Provable Optimization for Adversarial Fair Self-supervised Contrastive Learning
por: Qi, Qi, et al.
Publicado: (2024)
por: Qi, Qi, et al.
Publicado: (2024)
Ejemplares similares
-
CausalAffect: Causal Discovery for Facial Affective Understanding
por: Hu, Guanyu, et al.
Publicado: (2025) -
A Closed-Form Solution for Debiasing Vision-Language Models with Utility Guarantees Across Modalities and Tasks
por: Lian, Tangzheng, et al.
Publicado: (2026) -
A Feature-level Bias Evaluation Framework for Facial Expression Recognition Models
por: Lian, Tangzheng, et al.
Publicado: (2025) -
FairMT: Fairness for Heterogeneous Multi-Task Learning
por: Hu, Guanyu, et al.
Publicado: (2025) -
Bridging the Gap: Protocol Towards Fair and Consistent Affect Analysis
por: Hu, Guanyu, et al.
Publicado: (2024)