Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Hwa, Jensen, Zhao, Qingyu, Lahiri, Aditya, Masood, Adnan, Salimi, Babak, Adeli, Ehsan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SOE: SO(3)-Equivariant 3D MRI Encoding
by: He, Shizhe, et al.
Published: (2024)
by: He, Shizhe, et al.
Published: (2024)
Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling
by: Wan, Cheng, et al.
Published: (2026)
by: Wan, Cheng, et al.
Published: (2026)
Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning
by: Wang, Yixin, et al.
Published: (2024)
by: Wang, Yixin, et al.
Published: (2024)
Ordinal Label-Distribution Learning with Constrained Asymmetric Priors for Imbalanced Retinal Grading
by: Shaik, Nagur Shareef, et al.
Published: (2025)
by: Shaik, Nagur Shareef, et al.
Published: (2025)
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
by: Jafrasteh, Bahram, et al.
Published: (2025)
by: Jafrasteh, Bahram, et al.
Published: (2025)
Towards Robust 3D Pose Transfer with Adversarial Learning
by: Chen, Haoyu, et al.
Published: (2024)
by: Chen, Haoyu, et al.
Published: (2024)
Integrating Anatomical Priors into a Causal Diffusion Model
by: Li, Binxu, et al.
Published: (2025)
by: Li, Binxu, et al.
Published: (2025)
Confounder-Free Continual Learning via Recursive Feature Normalization
by: Shah, Yash, et al.
Published: (2025)
by: Shah, Yash, et al.
Published: (2025)
Latent Causal Modeling for 3D Brain MRI Counterfactuals
by: Peng, Wei, et al.
Published: (2024)
by: Peng, Wei, et al.
Published: (2024)
Artist-Created Mesh Generation from Raw Observation
by: He, Yao, et al.
Published: (2025)
by: He, Yao, et al.
Published: (2025)
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
by: Trang, Bailey, et al.
Published: (2025)
by: Trang, Bailey, et al.
Published: (2025)
PopAlign: Population-Level Alignment for Fair Text-to-Image Generation
by: Li, Shufan, et al.
Published: (2024)
by: Li, Shufan, et al.
Published: (2024)
OccFusion: Rendering Occluded Humans with Generative Diffusion Priors
by: Sun, Adam, et al.
Published: (2024)
by: Sun, Adam, et al.
Published: (2024)
PickStyle: Video-to-Video Style Transfer with Context-Style Adapters
by: Mehraban, Soroush, et al.
Published: (2025)
by: Mehraban, Soroush, et al.
Published: (2025)
Cycle Diffusion Model for Counterfactual Image Generation
by: Huang, Fangrui, et al.
Published: (2025)
by: Huang, Fangrui, et al.
Published: (2025)
AdaVid: Adaptive Video-Language Pretraining
by: Patel, Chaitanya, et al.
Published: (2025)
by: Patel, Chaitanya, et al.
Published: (2025)
UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation
by: Patel, Chaitanya, et al.
Published: (2025)
by: Patel, Chaitanya, et al.
Published: (2025)
Accelerating Inference of Masked Image Generators via Reinforcement Learning
by: Subbaraman, Pranav, et al.
Published: (2025)
by: Subbaraman, Pranav, et al.
Published: (2025)
Repurposing 2D Diffusion Models for 3D Shape Completion
by: He, Yao, et al.
Published: (2025)
by: He, Yao, et al.
Published: (2025)
A Tool Bottleneck Framework for Clinically-Informed and Interpretable Medical Image Understanding
by: Liu, Christina, et al.
Published: (2025)
by: Liu, Christina, et al.
Published: (2025)
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models
by: Wang, Yanchen, et al.
Published: (2024)
by: Wang, Yanchen, et al.
Published: (2024)
Latent Forcing: Reordering the Diffusion Trajectory for Pixel-Space Image Generation
by: Baade, Alan, et al.
Published: (2026)
by: Baade, Alan, et al.
Published: (2026)
HumanScore: Benchmarking Human Motions in Generated Videos
by: Fang, Yusu, et al.
Published: (2026)
by: Fang, Yusu, et al.
Published: (2026)
Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather Conditions
by: Shen, Zihan, et al.
Published: (2025)
by: Shen, Zihan, et al.
Published: (2025)
Multimodal Causal-Driven Representation Learning for Generalizable Medical Image Segmentation
by: Liang, Xusheng, et al.
Published: (2025)
by: Liang, Xusheng, et al.
Published: (2025)
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model -- Bringing Motion Generation to the Clinical Domain
by: Adeli, Vida, et al.
Published: (2025)
by: Adeli, Vida, et al.
Published: (2025)
Fair Text to Medical Image Diffusion Model with Subgroup Distribution Aligned Tuning
by: Han, Xu, et al.
Published: (2024)
by: Han, Xu, et al.
Published: (2024)
Canonical Latent Representations in Conditional Diffusion Models
by: Xu, Yitao, et al.
Published: (2025)
by: Xu, Yitao, et al.
Published: (2025)
Modality-Aware and Anatomical Vector-Quantized Autoencoding for Multimodal Brain MRI
by: Li, Mingjie, et al.
Published: (2026)
by: Li, Mingjie, et al.
Published: (2026)
NeurCADRecon: Neural Representation for Reconstructing CAD Surfaces by Enforcing Zero Gaussian Curvature
by: Dong, Qiujie, et al.
Published: (2024)
by: Dong, Qiujie, et al.
Published: (2024)
FairSkin: Fair Diffusion for Skin Disease Image Generation
by: Zhang, Ruichen, et al.
Published: (2024)
by: Zhang, Ruichen, et al.
Published: (2024)
Learning Degradation-Independent Representations for Camera ISP Pipelines
by: Guo, Yanhui, et al.
Published: (2023)
by: Guo, Yanhui, et al.
Published: (2023)
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation
by: Wald, Tassilo, et al.
Published: (2025)
by: Wald, Tassilo, et al.
Published: (2025)
Diffusion Models for Computational Neuroimaging: A Survey
by: Zhao, Haokai, et al.
Published: (2025)
by: Zhao, Haokai, et al.
Published: (2025)
An Independent Discriminant Network Towards Identification of Counterfeit Images and Videos
by: Kar, Shayantani, et al.
Published: (2025)
by: Kar, Shayantani, et al.
Published: (2025)
GeoFlow: Enforcing Implicit Geometric Consistency in Video Generation
by: Ackermann, Jan, et al.
Published: (2026)
by: Ackermann, Jan, et al.
Published: (2026)
MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis
by: Song, Yiran, et al.
Published: (2025)
by: Song, Yiran, et al.
Published: (2025)
Repurposing 2D Diffusion Models with Gaussian Atlas for 3D Generation
by: Xiang, Tiange, et al.
Published: (2025)
by: Xiang, Tiange, et al.
Published: (2025)
Beyond Augmentation: Leveraging Inter-Instance Relation in Self-Supervised Representation Learning
by: Javidani, Ali, et al.
Published: (2025)
by: Javidani, Ali, et al.
Published: (2025)
Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences
by: Adeli, Vida, et al.
Published: (2024)
by: Adeli, Vida, et al.
Published: (2024)
Similar Items
-
SOE: SO(3)-Equivariant 3D MRI Encoding
by: He, Shizhe, et al.
Published: (2024) -
Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling
by: Wan, Cheng, et al.
Published: (2026) -
Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning
by: Wang, Yixin, et al.
Published: (2024) -
Ordinal Label-Distribution Learning with Constrained Asymmetric Priors for Imbalanced Retinal Grading
by: Shaik, Nagur Shareef, et al.
Published: (2025) -
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
by: Jafrasteh, Bahram, et al.
Published: (2025)