Geometric Origins of Bias in Deep Neural Networks: A Human Visual System Perspective
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Yanbiao, Liu, Bowei, Zhang, Andi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Compositional Attribute Imbalance in Vision Datasets
by: Chen, Jiayi, et al.
Published: (2025)
by: Chen, Jiayi, et al.
Published: (2025)
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
by: Ma, Yanbiao, et al.
Published: (2025)
by: Ma, Yanbiao, et al.
Published: (2025)
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning
by: Ma, Yanbiao, et al.
Published: (2025)
by: Ma, Yanbiao, et al.
Published: (2025)
Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks
by: Shao, Zhenan, et al.
Published: (2024)
by: Shao, Zhenan, et al.
Published: (2024)
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective
by: Xuan, Xiwei, et al.
Published: (2023)
by: Xuan, Xiwei, et al.
Published: (2023)
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
by: Ma, Yanbiao, et al.
Published: (2025)
by: Ma, Yanbiao, et al.
Published: (2025)
Implicit Visual Bias Mitigation by Posterior Estimate Sharpening of a Bayesian Neural Network
by: Stone, Rebecca S, et al.
Published: (2023)
by: Stone, Rebecca S, et al.
Published: (2023)
Concept-based Adversarial Attack: a Probabilistic Perspective
by: Zhang, Andi, et al.
Published: (2025)
by: Zhang, Andi, et al.
Published: (2025)
Exploring Beyond Logits: Hierarchical Dynamic Labeling Based on Embeddings for Semi-Supervised Classification
by: Ma, Yanbiao, et al.
Published: (2024)
by: Ma, Yanbiao, et al.
Published: (2024)
Identifying Bias in Deep Neural Networks Using Image Transforms
by: Erukude, Sai Teja, et al.
Published: (2024)
by: Erukude, Sai Teja, et al.
Published: (2024)
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations
by: Tartaglini, Alexa R., et al.
Published: (2023)
by: Tartaglini, Alexa R., et al.
Published: (2023)
Learning Quantised Structure-Preserving Motion Representations for Dance Fingerprinting
by: Kharlamova, Arina, et al.
Published: (2026)
by: Kharlamova, Arina, et al.
Published: (2026)
Eliminating the Language Bias for Visual Question Answering with fine-grained Causal Intervention
by: Liu, Ying, et al.
Published: (2024)
by: Liu, Ying, et al.
Published: (2024)
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds
by: Ma, Yanbiao, et al.
Published: (2024)
by: Ma, Yanbiao, et al.
Published: (2024)
The Overfocusing Bias of Convolutional Neural Networks: A Saliency-Guided Regularization Approach
by: Bertoin, David, et al.
Published: (2024)
by: Bertoin, David, et al.
Published: (2024)
UniVCD: A New Method for Unsupervised Change Detection in the Open-Vocabulary Era
by: Zhu, Ziqiang, et al.
Published: (2025)
by: Zhu, Ziqiang, et al.
Published: (2025)
STNet: Deep Audio-Visual Fusion Network for Robust Speaker Tracking
by: Li, Yidi, et al.
Published: (2024)
by: Li, Yidi, et al.
Published: (2024)
Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds
by: Ma, Yanbiao, et al.
Published: (2023)
by: Ma, Yanbiao, et al.
Published: (2023)
Training Deep Visual Networks Beyond Loss and Accuracy Through a Dynamical Systems Approach
by: La Quang, Hai, et al.
Published: (2026)
by: La Quang, Hai, et al.
Published: (2026)
ResNet: Enabling Deep Convolutional Neural Networks through Residual Learning
by: Liu, Xingyu, et al.
Published: (2025)
by: Liu, Xingyu, et al.
Published: (2025)
BiasEdit: A Training-Free Bias-Detect-and-Edit Framework for Learning Fair Visual Classifiers
by: Seo, Jungwook, et al.
Published: (2026)
by: Seo, Jungwook, et al.
Published: (2026)
KidMesh: Computational Mesh Reconstruction for Pediatric Congenital Hydronephrosis Using Deep Neural Networks
by: Sun, Haoran, et al.
Published: (2026)
by: Sun, Haoran, et al.
Published: (2026)
Geometric Constraints in Deep Learning Frameworks: A Survey
by: Vats, Vibhas K, et al.
Published: (2024)
by: Vats, Vibhas K, et al.
Published: (2024)
Deep Neural Networks Fused with Textures for Image Classification
by: Bera, Asish, et al.
Published: (2023)
by: Bera, Asish, et al.
Published: (2023)
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification
by: Baker, Nermeen Abou, et al.
Published: (2026)
by: Baker, Nermeen Abou, et al.
Published: (2026)
Deep Homography Estimation for Visual Place Recognition
by: Lu, Feng, et al.
Published: (2024)
by: Lu, Feng, et al.
Published: (2024)
TSOM: Small Object Motion Detection Neural Network Inspired by Avian Visual Circuit
by: Hu, Pignge, et al.
Published: (2024)
by: Hu, Pignge, et al.
Published: (2024)
Facial Landmark Visualization and Emotion Recognition Through Neural Networks
by: Juárez-Jiménez, Israel, et al.
Published: (2025)
by: Juárez-Jiménez, Israel, et al.
Published: (2025)
Accountable Textual-Visual Chat Learns to Reject Human Instructions in Image Re-creation
by: Zhang, Zhiwei, et al.
Published: (2023)
by: Zhang, Zhiwei, et al.
Published: (2023)
Task-Oriented Real-time Visual Inference for IoVT Systems: A Co-design Framework of Neural Networks and Edge Deployment
by: Wu, Jiaqi, et al.
Published: (2024)
by: Wu, Jiaqi, et al.
Published: (2024)
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
by: Fadaei, Amir Hosein, et al.
Published: (2025)
by: Fadaei, Amir Hosein, et al.
Published: (2025)
Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain
by: Opiełka, Gustaw, et al.
Published: (2024)
by: Opiełka, Gustaw, et al.
Published: (2024)
Investigating Fine- and Coarse-grained Structural Correspondences Between Deep Neural Networks and Human Object Image Similarity Judgments Using Unsupervised Alignment
by: Takahashi, Soh, et al.
Published: (2025)
by: Takahashi, Soh, et al.
Published: (2025)
PoseGRAF: Geometric-Reinforced Adaptive Fusion for Monocular 3D Human Pose Estimation
by: Xu, Ming, et al.
Published: (2025)
by: Xu, Ming, et al.
Published: (2025)
A Causal Framework for Aligning Image Quality Metrics and Deep Neural Network Robustness
by: Drenkow, Nathan, et al.
Published: (2025)
by: Drenkow, Nathan, et al.
Published: (2025)
Neural Residual Diffusion Models for Deep Scalable Vision Generation
by: Ma, Zhiyuan, et al.
Published: (2024)
by: Ma, Zhiyuan, et al.
Published: (2024)
Deep Neural Networks for Accurate Depth Estimation with Latent Space Features
by: Yasir, Siddiqui Muhammad, et al.
Published: (2025)
by: Yasir, Siddiqui Muhammad, et al.
Published: (2025)
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
by: Choi, Jinho, et al.
Published: (2025)
by: Choi, Jinho, et al.
Published: (2025)
FMDNN: A Fuzzy-guided Multi-granular Deep Neural Network for Histopathological Image Classification
by: Ding, Weiping, et al.
Published: (2024)
by: Ding, Weiping, et al.
Published: (2024)
Deep Lookup Network
by: Guo, Yulan, et al.
Published: (2025)
by: Guo, Yulan, et al.
Published: (2025)
Similar Items
-
Compositional Attribute Imbalance in Vision Datasets
by: Chen, Jiayi, et al.
Published: (2025) -
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
by: Ma, Yanbiao, et al.
Published: (2025) -
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning
by: Ma, Yanbiao, et al.
Published: (2025) -
Probing Human Visual Robustness with Neurally-Guided Deep Neural Networks
by: Shao, Zhenan, et al.
Published: (2024) -
SUNY: A Visual Interpretation Framework for Convolutional Neural Networks from a Necessary and Sufficient Perspective
by: Xuan, Xiwei, et al.
Published: (2023)