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Papers matching “transformer models” 291

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Toward trustworthy clinical AI for obsessive-compulsive disorder: reliability, generalizability, and interpretability of a transformer model across the ENIGMA-OCD consortium
2026 medRxiv preprint Psychology Obsessive-Compulsive Spectrum Disorders Open access

Maria Pak, Youngchan Ryu, Sangyoon Bae, Alan Anticevic, Ana Daniela Costa, Anders Lillevik Thorsen, +81 more

0

citations
Leverage Multi-source Traffic Demand Data Fusion with Transformer Model for Urban Parking Prediction
2024 arXiv (Cornell University) preprint Engineering Smart Parking Systems Research Open access

Yin Huang, Yongqi Dong, Youhua Tang, LI Li

2

citations
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification
2022 arXiv (Cornell University) preprint Computer Science Text Readability and Simplification Open access

Yu Qiao, Xiaofei Li, Daniel Wiechmann, Elma Kerz

1

citations
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Mohammad T. Al-Antary, Moein Heidari, Dorit Merhof

0

citations
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, +1 more

6

citations
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis
2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more

4

citations
A Comparative Analysis of Attention versus State-Space Models for In-Context Learning
2026 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Enes Arda, Semih Çaycı, Atilla Eryılmaz

0

citations
Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study
2023 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Sophia J. Wagner, Daniel Reisenbüchler, Nicholas Paul West, Jan Niehues, Gregory Patrick Veldhuizen, Philip Quirke, +24 more

6

citations
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets
2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Ruochen Gao, Donghang Lyu, Marius Staring

0

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

Yating Hu, Miao Wang, Chengyu Liu, Hong Xiang Tang

1

citations
Online Time-series Anomaly Detection: A Survey of Modern Model-based Approaches
2022 Research Square preprint Computer Science Anomaly Detection Techniques and Applications Open access

Jan-Christoph Goos, Anna V. Kononova, Thomas Bäck, Philipp Klein

5

citations
Detection of Paroxysmal Atrial Fibrillation from Dynamic ECG Recordings Based on a Deep Learning Model
2022 SSRN Electronic Journal preprint Medicine ECG Monitoring and Analysis Open access

Yating Hu, Miao Wang, Chengyu Liu, Hong Xiang Tang

2

citations
A Tournament of Transformation Models: B-Spline-based vs. Mesh-based Multi-Objective Deformable Image Registration
2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Georgios Andreadis, Joas I. Mulder, Anton Bouter, Peter A. N. Bosman, Tanja Alderliesten

0

citations
On-Chip Learning via Transformer In-Context Learning
2024 arXiv (Cornell University) preprint Engineering Advanced Memory and Neural Computing Open access

Jan Finkbeiner, Emre Neftci

0

citations
Mechanistic Interpretability for Transformer-based Time Series Classification
2025 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Matīss Kalnāre, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

0

citations
Contextual Attention Network: Transformer Meets U-Net
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Reza Azad, Moein Heidari, Yuli Wu, Dorit Merhof

0

citations
On Foundation Models for Dynamical Systems from Purely Synthetic Data
2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Andrés Felipe Posada-Moreno, Friedrich Solowjow, Sebastian Trimpe

1

citations
ACTIVA: Amortized Causal Effect Estimation via Transformer-based Variational Autoencoder
2025 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Saber Salehkaleybar, Aske Plaat, Erman Acar

0

citations
Octree Transformer: Autoregressive 3D Shape Generation on Hierarchically Structured Sequences
2021 arXiv (Cornell University) preprint Engineering 3D Shape Modeling and Analysis Open access

Moritz Ibing, Gregor Kobsik, Leif P. Kobbelt

0

citations
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models
2024 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Zhaojia Liu, Jiawen Lyn, Wei Zhu, Xing Tian, Yvette Graham

1

citations
Comparison between transformers and convolutional models for fine-grained classification of insects
2023 Research portal (Tilburg University) preprint Computer Science Advanced Neural Network Applications Open access

Rita Pucci, Vincent J. Kalkman, Dan Stowell

1

citations
Genolator: A Multimodal Large Language Model Fusing Natural Language, Genomic, and Structural Tokens for Protein Function Interpretation
2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Martin Danner, Tanhim Islam, Matthias Begemann, Florian Kraft, Miriam Elbracht, Ingo Kurth, +1 more

0

citations
Automatic Readability Assessment of German Sentences with Transformer Ensembles
2022 arXiv (Cornell University) preprint Computer Science Text Readability and Simplification Open access

Patrick Gustav Blaneck, Tobias Bornheim, Niklas Grieger, Stephan Bialonski

2

citations
MambaCSP: Hybrid-Attention State Space Models for Hardware-Efficient Channel State Prediction
2026 arXiv (Cornell University) preprint Engineering Advanced Wireless Communication Techniques Open access

Aladin Djuhera, Haris Gacanin, Holger Boche

0

citations
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Afshin Bozorgpour, Yousef Sadegheih, Amirhossein Kazerouni, Reza Azad, Dorit Merhof

1

citations