Conformal Prediction Sets for Instance Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Kerri, Kluger, Dan M., Bates, Stephen, Wang, Sherrie |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
by: Kluger, Dan M., et al.
Published: (2025)
by: Kluger, Dan M., et al.
Published: (2025)
Conformal Prediction for Long-Tailed Classification
by: Ding, Tiffany, et al.
Published: (2025)
by: Ding, Tiffany, et al.
Published: (2025)
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets
by: Mossina, Luca, et al.
Published: (2025)
by: Mossina, Luca, et al.
Published: (2025)
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
by: Ma, Chenrui, et al.
Published: (2025)
by: Ma, Chenrui, et al.
Published: (2025)
Optimizing Diffusion Priors in Image Reconstruction from a Single Observation
by: Wang, Frederic, et al.
Published: (2026)
by: Wang, Frederic, et al.
Published: (2026)
Sample-efficient evidence estimation of score based priors for model selection
by: Wang, Frederic, et al.
Published: (2026)
by: Wang, Frederic, et al.
Published: (2026)
ConformalSAM: Unlocking the Potential of Foundational Segmentation Models in Semi-Supervised Semantic Segmentation with Conformal Prediction
by: Chen, Danhui, et al.
Published: (2025)
by: Chen, Danhui, et al.
Published: (2025)
Registration-Free Monitoring of Unstructured Point Cloud Data via Intrinsic Geometrical Properties
by: Patalano, Mariafrancesca, et al.
Published: (2025)
by: Patalano, Mariafrancesca, et al.
Published: (2025)
A False Discovery Rate Control Method Using a Fully Connected Hidden Markov Random Field for Neuroimaging Data
by: Kim, Taehyo, et al.
Published: (2025)
by: Kim, Taehyo, et al.
Published: (2025)
Evaluating AI systems under uncertain ground truth: a case study in dermatology
by: Stutz, David, et al.
Published: (2023)
by: Stutz, David, et al.
Published: (2023)
Mixstyle-Entropy: Domain Generalization with Causal Intervention and Perturbation
by: Tang, Luyao, et al.
Published: (2024)
by: Tang, Luyao, et al.
Published: (2024)
A Fourier Space Perspective on Diffusion Models
by: Falck, Fabian, et al.
Published: (2025)
by: Falck, Fabian, et al.
Published: (2025)
Statistical analysis of multivariate planar curves and applications to X-ray classification
by: Moindjié, Issam-Ali, et al.
Published: (2025)
by: Moindjié, Issam-Ali, et al.
Published: (2025)
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
by: Traub, Jeremias, et al.
Published: (2024)
by: Traub, Jeremias, et al.
Published: (2024)
Non-Negative Stiefel Approximating Flow: Orthogonalish Matrix Optimization for Interpretable Embeddings
by: Avants, Brian B., et al.
Published: (2025)
by: Avants, Brian B., et al.
Published: (2025)
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
by: Chen, Guangyi, et al.
Published: (2024)
by: Chen, Guangyi, et al.
Published: (2024)
Confidence Intervals for Error Rates in 1:1 Matching Tasks: Critical Statistical Analysis and Recommendations
by: Fogliato, Riccardo, et al.
Published: (2023)
by: Fogliato, Riccardo, et al.
Published: (2023)
Efficient Neural Network Training via Subset Pretraining
by: Spörer, Jan, et al.
Published: (2024)
by: Spörer, Jan, et al.
Published: (2024)
Controlling False Positives in Image Segmentation via Conformal Prediction
by: Mossina, Luca, et al.
Published: (2025)
by: Mossina, Luca, et al.
Published: (2025)
Instance Segmentation for Point Sets
by: Talwar, Abhimanyu, et al.
Published: (2025)
by: Talwar, Abhimanyu, et al.
Published: (2025)
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty
by: Mossina, Luca, et al.
Published: (2024)
by: Mossina, Luca, et al.
Published: (2024)
Automatic Scoring of Cognition Drawings: Assessing the Quality of Machine-Based Scores Against a Gold Standard
by: Bethmann, Arne, et al.
Published: (2023)
by: Bethmann, Arne, et al.
Published: (2023)
Training-Free Dataset Pruning for Instance Segmentation
by: Dai, Yalun, et al.
Published: (2025)
by: Dai, Yalun, et al.
Published: (2025)
INSTA-YOLO: Real-Time Instance Segmentation
by: Mohamed, Eslam, et al.
Published: (2021)
by: Mohamed, Eslam, et al.
Published: (2021)
Effective Defect Detection Using Instance Segmentation for NDI
by: Rahman, Ashiqur, et al.
Published: (2025)
by: Rahman, Ashiqur, et al.
Published: (2025)
ISCUTE: Instance Segmentation of Cables Using Text Embedding
by: Kozlovsky, Shir, et al.
Published: (2024)
by: Kozlovsky, Shir, et al.
Published: (2024)
M-estimation under Two-Phase Multiwave Sampling with Applications to Prediction-Powered Inference
by: Kluger, Dan M., et al.
Published: (2026)
by: Kluger, Dan M., et al.
Published: (2026)
Set2Seq Transformer: Temporal and Position-Aware Set Representations for Sequential Multiple-Instance Learning
by: Efthymiou, Athanasios, et al.
Published: (2024)
by: Efthymiou, Athanasios, et al.
Published: (2024)
Instance Segmentation XXL-CT Challenge of a Historic Airplane
by: Gruber, Roland, et al.
Published: (2024)
by: Gruber, Roland, et al.
Published: (2024)
Evidential Uncertainty Sets in Deep Classifiers Using Conformal Prediction
by: Karimi, Hamed, et al.
Published: (2024)
by: Karimi, Hamed, et al.
Published: (2024)
Regularizing Attention Scores with Bootstrapping
by: Chung, Neo Christopher, et al.
Published: (2026)
by: Chung, Neo Christopher, et al.
Published: (2026)
ECG-IMN: Interpretable Mesomorphic Neural Networks for 12-Lead Electrocardiogram Interpretation
by: Thambawita, Vajira, et al.
Published: (2026)
by: Thambawita, Vajira, et al.
Published: (2026)
Understanding Model Calibration -- A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)
by: Pavlovic, Maja
Published: (2025)
by: Pavlovic, Maja
Published: (2025)
On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality Perspective
by: Song, Junhwa, et al.
Published: (2023)
by: Song, Junhwa, et al.
Published: (2023)
Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks
by: Feng, Yunzhen, et al.
Published: (2024)
by: Feng, Yunzhen, et al.
Published: (2024)
Deep Neural-network Prior for Orbit Recovery from Method of Moments
by: Khoo, Yuehaw, et al.
Published: (2023)
by: Khoo, Yuehaw, et al.
Published: (2023)
Phrase-Instance Alignment for Generalized Referring Segmentation
by: Nguyen, E-Ro, et al.
Published: (2024)
by: Nguyen, E-Ro, et al.
Published: (2024)
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
by: Maag, Kira, et al.
Published: (2020)
by: Maag, Kira, et al.
Published: (2020)
gen2seg: Generative Models Enable Generalizable Instance Segmentation
by: Khangaonkar, Om, et al.
Published: (2025)
by: Khangaonkar, Om, et al.
Published: (2025)
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling
by: Zhang, Dongping, et al.
Published: (2024)
by: Zhang, Dongping, et al.
Published: (2024)
Similar Items
-
Prediction-Powered Inference with Imputed Covariates and Nonuniform Sampling
by: Kluger, Dan M., et al.
Published: (2025) -
Conformal Prediction for Long-Tailed Classification
by: Ding, Tiffany, et al.
Published: (2025) -
Conformal Prediction for Image Segmentation Using Morphological Prediction Sets
by: Mossina, Luca, et al.
Published: (2025) -
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
by: Ma, Chenrui, et al.
Published: (2025) -
Optimizing Diffusion Priors in Image Reconstruction from a Single Observation
by: Wang, Frederic, et al.
Published: (2026)