Hybrid Transformer

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9 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

4 new papers

A weekly snapshot of new work published in Hybrid Transformer.

Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Hybrid Transformer.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Hybrid Transformer.

68 papers

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  1. FreqCondNorm: Towards Cross-domain Predictive Maintenance through a Frequency-Conditioned Transformer Foundation Model

    Sep 17, 2026Zaynab Raounak, Camille LHermine, Zhiguo ZengPredictive MaintenanceHybrid Transformer

  2. A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification

    Sep 16, 2026Md Taimur Ahad, Ainuddin AhmedMammographyHybrid Transformer

  3. HyCoSeq: Contextual Hyperbolic Representation Learning for Genomic Sequences

    Sep 15, 2026Chenhao Zeng, Zhibin Pu, Shufei GeHyperbolic LearningGenomics

  4. Balancing Trial and Reorder: A Hybrid Sequential Transformer-GBDT Ranker for On-Demand Delivery

    Sep 14, 2026Marcel Kurovski, Attila Nagy, Steffen Klempau +1Late-Stage RankerDynamic Order Fulfillment Operations

  5. Sub-6 GHz Over-the-Air AMC via Curriculum Fine-Tuned CNN-Transformers

    Sep 7, 2026Nurettin Safak, Muhammet Sefa Demirel, Alperen Marasli +3Automatic Modulation ClassificationReconfigurable Intelligent Surfaces

  6. Season-Aware Hybrid Convolutional-Transformer for Antarctic Sea Ice Concentration Forecasting

    Aug 31, 2026Danyang Li, John Taylor, Thang Bui +1Hybrid TransformerSea-Surface Temperature Data

  7. Beyond Accuracy: Quantifying Pulmonary Attribution in Anatomy-Guided Chest X-Ray Classification Under Domain Shift

    Aug 31, 2026Abdullah Al Mamun, Md. Nasif Osman Khansur, Md Ashraful Hossen Akash +2Chest X-RayAuc-Roc

  8. Federated Multi-Task Learning for Bladder Tumor Segmentation and MIBC Classification Using a Hybrid CNN-Transformer Architecture

    Aug 31, 2026Malhar Udmale, Divyanshu Dwivedi, Aarohi Dhand +3Lesion SegmentationSwin

  9. A Multidimensional Data-Driven Hybrid Transformer Framework for Non-invasive Continuous Blood Pressure Prediction

    Aug 24, 2026Yuexin Ma, Jingqi Hou, Yuxuan Kang +1Cuffless Blood Pressure EstimationPhysiological Data

  10. UniCon-Former: Unified Convolution Transformer is All You Need for Hand Gesture Recognition

    Aug 13, 2026Mallika Garg, Debashis Ghosh, Pyari Mohan PradhanHand Gesture RecognitionHybrid Transformer

  11. CRHT: A Continuous Regression Hybrid Transformer for Vessel Trajectory Prediction with Online Cluster Sampling

    Aug 10, 2026Alexander Schiøtz, Bertram Hage, Christian Rand +2Maritime NavigationTrajectory Prediction

  12. DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology

    Aug 8, 2026Junfei Ling, Bangzheng Pu, Bingsen Xue +3Multi-Omic FrameworkHybrid Transformer

  13. Energy and Performance Benchmarking of Deep Learning Models for Breast Cancer Detection

    Aug 7, 2026Samar Garrab, Ghada AchourMammographyDeep Learning

  14. Optimizing Transformer Neural Network for Real-Time Outlier Detection on FPGAs

    Jul 24, 2026Ilia Sobakinskikh, Paul Alexander BilokonTime-Series Anomaly DetectionHybrid Transformer

  15. BCG-Former: Toward Pareto-Efficient Hyperspectral Image Classification via Band-Contextual Gating

    Jul 17, 2026Gaurav Sharma, Eungjoo LeeHyperspectral Image ClassificationHybrid Transformer

  16. Calibrated Hybrid CNN-Transformer for Retinal OCT Classification

    Jul 9, 2026Animesh KumarOptical Coherence TomographyRetinal Imaging

  17. Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiMammographyFeature Fusion

  18. Hybrid Unet-Transformer Model for Generating Stress and Strain Fields from Composite Geometrics

    Jun 30, 2026Shrey PatelPorous MediaFinite Element Method

  19. Morphing into Hybrid Attention Models

    Jun 29, 2026Disen Lan, Jianbin Zheng, Yuxi Ren +5Hybrid TransformerTransformer Attention

  20. HTC-SGA Former: A Hybrid Transformer-CNN Network with Self-Guided Attention and a New Boundary-Weighted Adaptive Loss for Coronary DSA Vessel Segmentation

    Jun 29, 2026Rayan Merghani Ahmed, Marwa Omer Mohammed Omer, Mohamed Elmanna +3Hybrid TransformerHuawei

  21. Parameter Efficient Hybrid Transformer (PEHT) for Network Traffic Prediction via Dynamic Urban Congestion Integration

    Jun 26, 2026Abdolazim Rezaei, Mehdi Sookhak, Mahboobeh HaghparastAccurate Traffic ForecastingNetwork Traffic

  22. HybridCodec: Modeling Discrete and Continuous Representations for Efficient Speech Language Models

    Jun 26, 2026Artem Ploujnikov, Francesco Verdini, Samir Sadok +1Audio LatentHybrid Transformer

  23. SubdivAR: Autoregressive Next-Scale Prediction for Neural Mesh Subdivision

    Jun 25, 2026Huipeng Guo, Zikai Song, Hang Long +7MeshesDiffusion Refinement

  24. Lightweight Transformer Models for On-Device Fault Detection: A Benchmark Study on Resource-Constrained Deployment

    Jun 23, 2026Disha PatelFault DiagnosisHybrid Transformer

  25. Performance and Interpretability of Convolutional, Transformer, and Hybrid Deep Learning Models in Colorectal Histology Classification

    Jun 21, 2026Reza BozorgpourHybrid TransformerComputational Pathology

  26. Short-Term Electricity Demand Forecasting for New England Using a Hybrid Transformer-XGBoost Framework with Weather, Calendar, and COVID-19 Indicators

    Jun 18, 2026Reza Ghanavati, Behrooz MosallaeiElectricity Price ForecastingCovid-19

  27. Protein-Based Fish Species Identification: Dataset, Models, and Insights from Native Bangladeshi Fish

    Jun 16, 2026Md Nasiat Hasan Fahim, Md. Abid Ullah Muhib, Mohammad Shahidur RahmanFishProtein Data Bank

  28. Long-Context Modeling via GSS-Transformer Hybrid Architecture with Learnable Mixing

    Jun 15, 2026Kuzey Torlak, Hüseyin Arda Arslan, Anıl Dervişoğlu +2Efficient Long-Context InferenceHybrid Transformer

  29. Beyond Backbone Backpropagation: A Decoupled Strategy for Efficient Transfer Learning

    Jun 13, 2026Daniel Vila-Cruz, Laura Morán-Fernández, Verónica Bolón-CanedoTransfer LearningHybrid Transformer

  30. Binary Black Hole Parameter Estimation with Hybrid CNN-Transformer Neural Networks

    Jun 11, 2026Panagiotis N. Sakellariou, Spiros V. Georgakopoulos, Sotiris Tasoulis +1Gravitational WavesBinary Black Hole Mergers

  31. Do Transformers Actually Help Intrusion Detection? A Temporal Sequence Evaluation on CIC-IDS2017

    Jun 9, 2026Zach Moczkodan, Hany RagabIntrusion DetectionHybrid Transformer

  32. Towards Robust Arabic Speech Emotion Recognition with Deep Learning

    Jun 9, 2026Youcef Soufiane Gheffari, Samiya SilarbiEmotion RecognitionWav2Vec

  33. ATT-CR: Adaptive Triangular Transformer for Cloud Removal

    Jun 4, 2026Yang Wu, Ye Deng, Pengna Li +4Hybrid TransformerRemoval

  34. ChannelTok: Efficient Flexible-Length Vision Tokenization

    Jun 3, 2026Sukriti Paul, Arpit Bansal, Tom GoldsteinVisual TokensTokenization

  35. LALE: Lightweight-Transformer Architecture for Land-Cover Estimation

    Jun 1, 2026Ümit Mert Çağlar, Alptekin TemizelRemote Sensing Image SegmentationNormalized Difference Vegetation Index

  36. CNNs, Transformers, Hybrid, and Vision Language Models for Skin Cancer Detection

    May 25, 2026Durjoy Dey, Yuhong Yan, Hassan HajjdiabSkin Lesion ClassificationHybrid Transformer

  37. Benchmarking Convolutional, Transformer, Hybrid, and Vision Language Models for Multi Disease Retinal Screening

    May 25, 2026Durjoy Dey, Aymane Ajbar, Yuhong YanHybrid TransformerMedical Vision-Language Models

  38. A Lightweight Hybrid Transformer-CRF Architecture for Multi-Type Bangla Medical Entity Recognition

    May 25, 2026Peyal Saha, Ahsanul Haque Hasib, Shoumik Barman PolokMedical OntologyBert-Based Models

  39. DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions

    May 22, 2026Michel Dione, Jerry Lonlac, Hélène Louis +2Hybrid TransformerPassive Acoustic Monitoring

  40. Do Synthetic Brain MRIs Reliably Improve Tumour Classification? A StyleGAN2-ADA Class-Plane Augmentation Study on BRISC 2025

    May 21, 2026José Rafael Noriega CedeñoMedical Image GenerationMammography

  41. MAPS: A Synthetic Dataset for Probing Vision Models in a Controlled 3D Scene Space

    May 19, 2026Santiago Galella, Pamela Osuna-Vargas, Maren Wehrheim +3Vision Foundation ModelsImagenet

  42. MHMamba: Multi-Head Mamba for 3D Brain Tumor Segmentation

    May 15, 2026Hanjun Tao, Hua Wang, Fan ZhangBrain Tumor SegmentationMagnetic Resonance Imaging

  43. SAGE3D: Soft-guided attention and graph excitation for 3D point cloud corner detection

    May 14, 2026Batuhan Arda Bekar, Can Sarı, Hüseyin Can Gülkan +1Light Detection And Ranging Point Clouds3D Object Detection

  44. Training-Time Optical Priors for Wireless Capsule Endoscopy Classification: Hemoglobin-Aware Input Fusion with Cross-Vendor Evaluation

    May 14, 2026Chengshuai Yang, Lei Xing, Keyaan Zawad Alam +4Video Capsule EndoscopyEfficientnet Encoder

  45. TokaMind for Power Grid: Cross-Domain Transfer from Fusion Plasma

    May 10, 2026JC Wu, Norton Lee, Kai Siang ChenPower SystemsUnified Transformer

  46. Benchmarking Transformer and xLSTM for Time-Series Forecasting of Heat Consumption

    May 10, 2026Marja Wahl, Daniel R. Bayer, Sven Rausch +1Electricity Price ForecastingBidirectional Long Short-Term Memory

  47. Private Vertical Federated Inference for Time-Series

    May 8, 2026Lucas Fenaux, Larris Xie, Aditya Bang +3Federated LearningHomomorphic Encryption

  48. SAFformer:Improving Spiking Transformer via Active Predictive Filtering

    May 8, 2026Zequan Xie, Weiming Zeng, Yunhua Chen +3Spiking Neural NetworksHybrid Transformer

  49. Lightweight Cross-Spectral Face Recognition via Contrastive Alignment and Distillation

    May 6, 2026Anjith George, Sebastien MarcelFacial RecognitionHybrid Transformer

  50. Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals

    May 5, 2026Maedeh H. Toosi, Siamak MohammadiHeart RateRemote Physiological Measurement

  51. Edge-Efficient Image Restoration: Transformer Distillation into State-Space Models

    May 4, 2026Srinivas Soumitri Miriyala, Sowmya Vajrala, Sravanth Kodavanti +2Image RestorationHybrid Transformer

  52. Elastic Spiking Transformers for Efficient Gesture Understanding

    May 4, 2026Alberto Ancilotto, Gianluca Amprimo, Stefano Di Carlo +1Spiking Neural NetworksNeuromorphic Hardware

  53. InfiltrNet: Dual-Branch CNN-Transformer Architecture for Brain Tumor Infiltration Risk Prediction

    May 4, 2026S M Asif Hossain, Shruti KshirsagarBrain Tumor SegmentationBrain Tumor Classification

  54. Characterizing the Expressivity of Local Attention in Transformers

    May 1, 2026Jiaoda Li, Ryan CotterellTransformer AttentionGlobal Attention Mechanism

  55. A Synergistic CNN-Transformer Network with Pooling Attention Fusion for Hyperspectral Image Classification

    Apr 26, 2026Peng Chen, Wenxuan He, Feng Qian +2Hyperspectral Image ClassificationHybrid Transformer

  56. CNN-ViT Fusion with Adaptive Attention Gate for Brain Tumor MRI Classification: A Hybrid Deep Learning Model

    Apr 25, 2026Syed Ibad Hasnain, Muhammad Faris, Hafiza Syeda Yusra Tirmizi +2Brain Tumor ClassificationHybrid Transformer

  57. From Pixels to Explanations: Interpretable Diabetic Retinopathy Grading with CNN-Transformer Ensembles, Visual Explainability and Vision-Language Models

    Apr 25, 2026Pir Bakhsh Khokhar, Carmine Gravino, Fabio Palomba +2Interpretable Diabetic Retinopathy GradingRetinal Imaging

  58. Geometric Monomial (GEM): a family of rational 2N-differentiable activation functions

    Apr 23, 2026Eylon E. KrauseActivation FunctionsHybrid Transformer

  59. MambaCSP: Hybrid-Attention State Space Models for Hardware-Efficient Channel State Prediction

    Apr 23, 2026Aladin Djuhera, Haris Gacanin, Holger BocheState Space ModelsBidirectional Mamba

  60. RF-HiT: Rectified Flow Hierarchical Transformer for General Medical Image Segmentation

    Apr 21, 2026Ahmed Marouane Djouamaa, Abir Belaala, Abdellah Zakaria Sellam +3Medical Image SegmentationHybrid Transformer