Deep Learning Framework

Momentum

5 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28

Latest papers 65

All topics
CardsList
  1. FrontVeg V2: A Training-Free Software Framework for Foreground-Aware Zero-Shot Plant Trait Segmentation in High-Resolution Images of Trellised Crops

    Oct 5, 2026Abdoul Djalil Ousseini Hamza, Herearii Metuarea, Corentin Lothod{é} +6Tomato DiseasesComputer Vision

  2. An Input-Frugal Deep Learning Framework for Weather-Driven National Crop-Yield Forecasting: A Case Study of Brazilian Soybean

    Sep 29, 2026Fernando Dupin da Cunha Mello, Prashant Kumar, Erick G. Sperandio NascimentoAgricultural PredictionPrecision Agriculture

  3. Taming the Greeks: Option Portfolios with Inductive Biases

    Sep 27, 2026Wee Ling Tan, Stephen Roberts, Stefan ZohrenPortfolio OptimizationPortfolio Construction

  4. TileNet: Tile-Based CNN-SVM Architecture for Autonomous Unmanned Aerial Systems Inspection of Flat Roofs

    Sep 14, 2026Samuel Dunthorne, Hashim A. HashimUnmanned Aerial Vehicle DetectionDeep Learning Framework

  5. Myocardial Strain Drift Correction in Deep Learning Based Ultrasound Tracking

    Sep 10, 2026Thierry Judge, Nicolas Duchateau, Andreas \Ostvik +6Cardiac MotionDeep Learning Framework

  6. Tensor Network Kernel Machines: A JAX Framework for Machine Learning and Nonlinear System Identification

    Aug 7, 2026Albert Saiapin, Kim BatselierTensor NetworksNeural Tangent Kernel

  7. A Human-in-the-Loop Deep Learning Framework for Color Reconstruction of Lenticular Films

    Aug 3, 2026Saptarshi Neil Sinha, Tiago Kleist, Giorgio TrumpyFilmsHuman-In-The-Loop

  8. OsteoCAD: A Human-in-the-Loop Cloud-Edge Framework for Bone Tumor Segmentation

    Jul 31, 2026Maximo Rodriguez-Herrero, Dante D. Sanchez-Gallegos, Heriberto Aguirre-Meneses +3Tumor SegmentationDeep Learning Framework

  9. Eddeep: a deep-learning framework for fast eddy-current distortion correction in diffusion MRI

    Jul 28, 2026Antoine Legouhy, Ross Callaghan, Yuchuan Qiao +4Per-Node CorrectionDistortion

  10. An Integrated Deep Learning and Statistical Framework for Whole-Network Gene--Environment Association with Leaf Vascular Architecture

    Jul 23, 2026Geran Zhao, Yangsheng Wang, Xiaotian Dai +1Tomato DiseasesDeep Learning Framework

  11. A Dual Path Framework with Hotspot Guided Fusion for Three Dimensional CT to PET Synthesis in Head and Neck Cancer

    Jul 23, 2026Mohd Maaz Khan, Oluwaseyi OderindePositron Emission TomographyCone-Beam Computed Tomography

  12. A Deep Learning Framework for Predicting Solar EUV Irradiance During Significant Flares

    Jul 21, 2026Sathvik Soman, Jason T. L. Wang, Haimin Wang +1Geomagnetic StormsSolar Irradiance

  13. GEqTrain: A Configuration-Driven Framework for Retargeting Equivariant Graph Neural Networks Across 3D Scientific Tasks

    Jul 21, 2026Daniele Angioletti, Marco Nobile, Vittorio LimongelliGraph Neural NetworksLarge-Scale 3D Editing Dataset

  14. Visual Semantic Decoding of Electrocorticography from Video Stimuli using End-to-End Deep Learning

    Jul 21, 2026Stella Ho, Joel Villalobos, Joseph West +7Electroencephalography DecodingHuman Visual Cortex

  15. Joint Utilization of Geospatial and census proxies for Autoencoder-Assisted Downscaling (JUGAAD) of socioeconomic indicators in India

    Jul 17, 2026Aditya Dutt, Paul Gader, Aditya SinghDynamical DownscalingGeospatial

  16. HPC-Enabled Video-based Coastal Wave Parameter Estimation Using V-JEPA and Deep Spatiotemporal Learning

    Jul 13, 2026Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +3WaveletsSpatiotemporal Representations

  17. NeuroMem-FHP: A Likelihood-Free Deep Learning Framework for Parameter Estimation of Fractional Hawkes Process

    Jul 13, 2026Neha Gupta, Aditya MaheshwariDeterminantal Point ProcessDeep Learning Framework

  18. BiLoG-Net: A Bi-Context Location-Guided Network for Breast Mass Segmentation and Malignancy Classification in Mammography

    Jul 11, 2026Abu Fatema Mohammad Abdun Noor, Md Imam Ahasan, Md Samiul Ahasan +3MammographyCancer Detection

  19. Lightweight ML-Based Automatic Sleep Staging Framework with Constrained CNN and Mamba for Small-Sample EEG Datasets

    Jul 6, 2026Zihao Wei, Yulin Gong, Yudan LvSleepSmall-Sample Electroencephalogram Datasets

  20. A Multi-Resolution Finite-Volume Inspired Deep Learning Framework for Spatiotemporal Dynamics Prediction

    Jul 1, 2026Xin-Yang Liu, Xiantao Fan, Jian-Xun WangSpatiotemporal PredictionReynolds-Averaged Navier-Stokes

  21. Predictive Repair Management Using a Multi-Head Attention Transformer and Online Learning

    Jun 19, 2026Xinyao Zhang, Willie Cade, Karl R. Haapala +2Predictive MaintenanceDeep Learning Framework

  22. Modeling Doppler Shifts in Radial-Velocity Data with Deep Learning toward Earth-mass Exoplanet Detection

    Jun 16, 2026Isidro Gómez-Vargas, Xavier Dumusque, Yinan Zhao +2Exoplanet AtmospheresDoppler Velocity Log

  23. CottonLeafVision: An Explainable and Robust Deep Learning Framework for Cotton Leaf Disease Classification

    Jun 12, 2026Rafi Ahamed, Md. Abir Rahman, Tasnia Tarannum Roza +3Leaf Disease ClassificationTomato Diseases

  24. Physics-Guided Spatiotemporal Learning for Coastal Wave Peak Period Estimation from Video

    Jun 11, 2026Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +2WaveletsDeep Learning Framework

  25. Scalable Deep Learning Framework for Global High-Resolution Land Use Reconstruction

    Jun 10, 2026Amirpasha Mozaffari, Marina Castaño, Stefano Materia +7Land Surface TemperatureGlobal Climate Models

  26. FlexiBrain: Resolution-Agnostic Voxel-Level Encoding for Native fMRI

    Jun 9, 2026Mo Wang, Wenhao Ye, Junfeng Xia +3Functional Magnetic Resonance ImagingDeep Learning Framework

  27. Set-Based Transformer for Atmospheric Compensation in Standoff LWIR Hyperspectral Imaging

    Jun 6, 2026Fabian Perez, Nicolas Quintero, Jeferson Acevedo +1Hyperspectral ImageInfrared

  28. Beyond Backscatter: InSAR coherence from detected SAR images

    Jun 5, 2026Francescopaolo Sica, Andrea Pulella, Michael SchmittSynthetic Aperture RadarSentinel-2

  29. Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging

    Jun 4, 2026Yadav Raj Ghimire, Jagrati Talreja, Tewodros Syum Gebre +3Leaf Disease ClassificationTomato Diseases

  30. A unified deeplearning framework for contrast-phase-specific virtual monochromatic imaging

    May 28, 2026Antony Jerald, Hemant K Aggarwal, Brian Nett +4Cone-Beam Computed TomographyAdaptive Histogram Equalization

  31. A Deep Learning Iterative Framework for Sentinel-1 Stripmap Enhancement Based on Azimuth Doppler Decomposition

    May 27, 2026Juan Francisco Amieva, Christian Ayala, Roberto Del Prete +1Synthetic Aperture RadarImage Enhancement

  32. HeartBeatAI: An Interpretable and Robust Deep Learning Framework for Multi-Label ECG Arrhythmia Detection

    May 23, 2026Shubham Gupta, Nikhil Panwar, Partha Pratim RoyElectrocardiogram ClassificationArrhythmia Classification

  33. GEESE: Genotype-aware End-to-End Spatio-temporal Embedding for Behavioral Phenotyping

    May 23, 2026Yiran Ding, Yuen Gao, Chunqi Qian +1PhenotypesAutism Spectrum Disorder

  34. CBANet: A Compact Attention-Based CNN-BiLSTM Network for Aggressive Driving Event Detection

    May 22, 2026Hanadi Alhamdan, Ghadah Alosaimi, Amir Atapour-Abarghouei +1Naturalistic Driving DataHuman Driving

  35. DefocusTrackerAI -- A Generalized Framework for the Automatic Detection of Defocused Particle Images

    May 22, 2026Gonçalo Coutinho, Ana S. Moita, António L. N. Moreira +1Yolo26Depth Estimation

  36. Entropy-Guided Self-Supervised Learning for Medical Image Classification

    May 21, 2026Joao Florindo, Viviane MouraMedical Image ClassificationMedical Imaging Datasets

  37. Gaze into the Details: Locality-Sensitive Enhancement for OCTA Retinal Vessel Segmentation

    May 20, 2026Tuopusen Huang, Ding Ma, Xiangqian WuVessel SegmentationCoronary Angiography

  38. Hyrax: An Extensible Framework for Rapid ML Experimentation and Unsupervised Discovery in the Era of Rubin, Roman, and Euclid

    May 18, 2026Aritra Ghosh, Drew Oldag, Michael Tauraso +29Astronomical ImagesUnsupervised

  39. Bridging the Gap between Sparse Matrix Reordering and Factorization: A Deep Learning Framework for Fill-in Reduction

    May 17, 2026Ziwei Li, Tao Yuan, Shuzi Niu +1Graph Edge SparsificationFactor

  40. AgriMind: An Ensemble Deep Learning Framework for Multi-Class Plant Disease Classification

    May 15, 2026Salma Hoque Talukdar Koli, Fahima Haque Talukder JelyLeaf Disease ClassificationTomato Diseases

  41. DeepLog: A Software Framework for Modular Neurosymbolic AI

    May 11, 2026Robin Manhaeve, Stefano Colamonaco, Vincent Derkinderen +4Neuro-Symbolic FrameworkDeep Learning Framework

  42. DualTCN: A Physics-Constrained Temporal Convolutional Network for 2 Time-Domain Marine CSEM Inversion

    May 6, 2026Khaled Ahmed, Ghada OmarSubsurface ScatteringTemporal Convolutional Networks

  43. MedSR-Vision: Deep Learning Framework for Multi-Domain Medical Image Super-Resolution

    May 5, 2026Subhash Gurappa, Trivikram Satharasi, Yashas Hariprasad +1Generative Super-ResolutionMedical Imaging

  44. Memory-Efficient EDA Denoising via Knowledge Distillation for Wearable IoT Under Severe Motion Artifacts and Underwater Conditions

    May 4, 2026Yongbin Lee, Andrew Peitzsch, Youngsun Kong +4Wearable DevicesSurface Electromyography

  45. A Proof-of-Concept Study of Multitask Learning for Cranial Synthetic CT Generation Across Heterogeneous MRI Field Strengths

    Apr 30, 2026Zhuoyao Xin, Yiren Zhang, Christopher Wu +6Magnetic Resonance ImagingCone-Beam Computed Tomography

  46. Modular Retrieval-Augmented Generalization for Human Action Recognition

    Apr 28, 2026Peng Liao, Shangsong Liang, Lin Chen +1Human Activity RecognitionInertial Measurement Units

  47. From Noisy Historical Maps to Time-Series Oil Palm Mapping Without Annotation in Malaysia and Indonesia (2020-2024)

    Apr 26, 2026Nuttaset Kuapanich, Juepeng Zheng, Bohan Shi +6Agricultural MonitoringSentinel-2

  48. A temporal deep learning framework for calibration of low-cost air quality sensors

    Apr 23, 2026Arindam Sengupta, Tony Bush, Ben Marner +2Air PollutionDeep Learning Framework

  49. IoT-Enhanced CNN-Based Labelled Crack Detection for Additive Manufacturing Image Annotation in Industry 4.0

    Apr 22, 2026Mohsen Asghari Ilani, Yaser Mike BanadDeep Learning FrameworkEdge Devices

  50. Improving Facial Emotion Recognition through Dataset Merging and Balanced Training Strategies

    Apr 22, 2026Serap KırbızImbalanced ClassificationFacial Expression Recognition

  51. Environmental Sound Deepfake Detection Using Deep-Learning Framework

    Apr 21, 2026Khoi Vu, Dat Tran, Khanh Do +8Environmental Sound Deepfake DetectionSound Event Detection

  52. An Integrated Deep-Learning Framework for Peptide-Protein Interaction Prediction and Target-Conditioned Peptide Generation with ConGA-PepPI and TC-PepGen

    Apr 20, 2026Chupei Tang, Junxiao Kong, Moyu Tang +5Deep Learning FrameworkGeometry-Aware

  53. mlr3torch: A Deep Learning Framework in R based on mlr3 and torch

    Apr 20, 2026Sebastian Fischer, Lukas Burk, Carson Zhang +2Deep Learning FrameworkPytorch

  54. A Two-Stage, Object-Centric Deep Learning Framework for Robust Exam Cheating Detection

    Apr 17, 2026Van-Truong Le, Le-Khanh Nguyen, Trong-Doanh NguyenAcademic IntegrityYolo26

  55. UA-Net: Uncertainty-Aware Network for TRISO Image Semantic Segmentation

    Apr 16, 2026Kyle Lucke, Zuzanna Krajewska-Travar, Shoukun Sun +3U-NetEfficient Semantic Segmentation