Class Adaptive Conformal Training
Fuente:
arXiv
Guardado en:
| Autores principales: | Marani, Badr-Eddine, Silva-Rodriguez, Julio, Ayed, Ismail Ben, Vakalopoulou, Maria, Christodoulidis, Stergios, Dolz, Jose |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Full Conformal Adaptation of Medical Vision-Language Models
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
ViG-Bias: Visually Grounded Bias Discovery and Mitigation
por: Marani, Badr-Eddine, et al.
Publicado: (2024)
por: Marani, Badr-Eddine, et al.
Publicado: (2024)
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation
por: Morales-Álvarez, Pablo, et al.
Publicado: (2024)
por: Morales-Álvarez, Pablo, et al.
Publicado: (2024)
Are foundation models for computer vision good conformal predictors?
por: Fillioux, Leo, et al.
Publicado: (2024)
por: Fillioux, Leo, et al.
Publicado: (2024)
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning
por: Fillioux, Leo, et al.
Publicado: (2026)
por: Fillioux, Leo, et al.
Publicado: (2026)
Conformal Prediction for Zero-Shot Models
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
Class and Region-Adaptive Constraints for Network Calibration
por: Murugesan, Balamurali, et al.
Publicado: (2024)
por: Murugesan, Balamurali, et al.
Publicado: (2024)
Trustworthy Few-Shot Transfer of Medical VLMs through Split Conformal Prediction
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
PVeRA: Probabilistic Vector-Based Random Matrix Adaptation
por: Fillioux, Leo, et al.
Publicado: (2025)
por: Fillioux, Leo, et al.
Publicado: (2025)
SGPMIL: Sparse Gaussian Process Multiple Instance Learning
por: Lolos, Andreas, et al.
Publicado: (2025)
por: Lolos, Andreas, et al.
Publicado: (2025)
Information Maximization for Long-Tailed Semi-Supervised Domain Generalization
por: Fillioux, Leo, et al.
Publicado: (2026)
por: Fillioux, Leo, et al.
Publicado: (2026)
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text?
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
Do not trust what you trust: Miscalibration in Semi-supervised Learning
por: Mishra, Shambhavi, et al.
Publicado: (2024)
por: Mishra, Shambhavi, et al.
Publicado: (2024)
Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic Segmentation
por: Hajimiri, Sina, et al.
Publicado: (2024)
por: Hajimiri, Sina, et al.
Publicado: (2024)
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
Robust Calibration of Large Vision-Language Adapters
por: Murugesan, Balamurali, et al.
Publicado: (2024)
por: Murugesan, Balamurali, et al.
Publicado: (2024)
OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection
por: Mahatha, Kunal, et al.
Publicado: (2026)
por: Mahatha, Kunal, et al.
Publicado: (2026)
Medical Context Distorts Decisions in Clinical Vision Language Models
por: Restrepo, David, et al.
Publicado: (2026)
por: Restrepo, David, et al.
Publicado: (2026)
On the Risk of Misleading Reports: Diagnosing Textual Biases in Multimodal Clinical AI
por: Restrepo, David, et al.
Publicado: (2025)
por: Restrepo, David, et al.
Publicado: (2025)
ORION: ORthonormal Text Encoding for Universal VLM AdaptatION
por: Chakraborty, Omprakash, et al.
Publicado: (2026)
por: Chakraborty, Omprakash, et al.
Publicado: (2026)
Few-Shot, Now for Real: Medical VLMs Adaptation without Balanced Sets or Validation
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025)
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
por: Silva-Rodríguez, Julio, et al.
Publicado: (2023)
Regularized Low-Rank Adaptation for Few-Shot Organ Segmentation
por: Baklouti, Ghassen, et al.
Publicado: (2025)
por: Baklouti, Ghassen, et al.
Publicado: (2025)
Semantic Anchor Transport: Robust Test-Time Adaptation for Vision-Language Models
por: Mishra, Shambhavi, et al.
Publicado: (2024)
por: Mishra, Shambhavi, et al.
Publicado: (2024)
THUNDER: Tile-level Histopathology image UNDERstanding benchmark
por: Marza, Pierre, et al.
Publicado: (2025)
por: Marza, Pierre, et al.
Publicado: (2025)
Mask-HybridGNet: Graph-based segmentation with emergent anatomical correspondence from pixel-level supervision
por: Gaggion, Nicolás, et al.
Publicado: (2026)
por: Gaggion, Nicolás, et al.
Publicado: (2026)
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation
por: Murugesan, Balamurali, et al.
Publicado: (2023)
por: Murugesan, Balamurali, et al.
Publicado: (2023)
Fairness and Robustness of CLIP-Based Models for Chest X-rays
por: Sourget, Théo, et al.
Publicado: (2025)
por: Sourget, Théo, et al.
Publicado: (2025)
CAPRMIL: Context-Aware Patch Representations for Multiple Instance Learning
por: Lolos, Andreas, et al.
Publicado: (2025)
por: Lolos, Andreas, et al.
Publicado: (2025)
Controllable Latent Space Augmentation for Digital Pathology
por: Boutaj, Sofiène, et al.
Publicado: (2025)
por: Boutaj, Sofiène, et al.
Publicado: (2025)
Few-shot Adaptation of Medical Vision-Language Models
por: Shakeri, Fereshteh, et al.
Publicado: (2024)
por: Shakeri, Fereshteh, et al.
Publicado: (2024)
NC-TTT: A Noise Contrastive Approach for Test-Time Training
por: Osowiechi, David, et al.
Publicado: (2024)
por: Osowiechi, David, et al.
Publicado: (2024)
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy
por: Silva-Rodriguez, Julio, et al.
Publicado: (2024)
por: Silva-Rodriguez, Julio, et al.
Publicado: (2024)
Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions
por: Chiaroni, Florent, et al.
Publicado: (2022)
por: Chiaroni, Florent, et al.
Publicado: (2022)
ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training
por: Colussi, Marco, et al.
Publicado: (2024)
por: Colussi, Marco, et al.
Publicado: (2024)
Calibrating Segmentation Networks with Margin-based Label Smoothing
por: Murugesan, Balamurali, et al.
Publicado: (2022)
por: Murugesan, Balamurali, et al.
Publicado: (2022)
You Don't Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning
por: Moutakanni, Théo, et al.
Publicado: (2024)
por: Moutakanni, Théo, et al.
Publicado: (2024)
ADAPT: Multimodal Learning for Detecting Physiological Changes under Missing Modalities
por: Mordacq, Julie, et al.
Publicado: (2024)
por: Mordacq, Julie, et al.
Publicado: (2024)
LP++: A Surprisingly Strong Linear Probe for Few-Shot CLIP
por: Huang, Yunshi, et al.
Publicado: (2024)
por: Huang, Yunshi, et al.
Publicado: (2024)
Ejemplares similares
-
Full Conformal Adaptation of Medical Vision-Language Models
por: Silva-Rodríguez, Julio, et al.
Publicado: (2025) -
ViG-Bias: Visually Grounded Bias Discovery and Mitigation
por: Marani, Badr-Eddine, et al.
Publicado: (2024) -
BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation
por: Morales-Álvarez, Pablo, et al.
Publicado: (2024) -
Are foundation models for computer vision good conformal predictors?
por: Fillioux, Leo, et al.
Publicado: (2024) -
SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning
por: Fillioux, Leo, et al.
Publicado: (2026)