Cover Image

Towards Optimal Convolutional Transfer Learning Architectures for Breast Lesion Classification and ACL Tear Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Frees, Daniel, Bolling, Moritz, Bhagirath, Aditri
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning 68T45
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring Efficient Learning of Small BERT Networks with LoRA and DoRA
by: Frees, Daniel, et al.
Published: (2025)

Sequence Transferability and Task Order Selection in Continual Learning
by: Nguyen, Thinh, et al.
Published: (2025)

Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects
by: Zimmermann, Jakob Paul, et al.
Published: (2026)

SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images
by: Hamdi, Abdullah, et al.
Published: (2022)

An Individual Identity-Driven Framework for Animal Re-Identification
by: Wu, Yihao, et al.
Published: (2024)

Adaptive Quantized Planetary Crater Detection System for Autonomous Space Exploration
by: Paul, Aditri, et al.
Published: (2025)

Spatial-ViLT: Enhancing Visual Spatial Reasoning through Multi-Task Learning
by: Islam, Chashi Mahiul, et al.
Published: (2025)

Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations
by: Baharoon, Mohammed, et al.
Published: (2024)

CNNtention: Can CNNs do better with Attention?
by: Kapila, Nikhil, et al.
Published: (2024)

Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM
by: Livieris, Ioannis E., et al.
Published: (2023)

Classifying Healthy and Defective Fruits with a Multi-Input Architecture and CNN Models
by: Chuquimarca, Luis, et al.
Published: (2024)

Fast Data Aware Neural Architecture Search via Supernet Accelerated Evaluation
by: Njor, Emil, et al.
Published: (2025)

Enhancing Apple's Defect Classification: Insights from Visible Spectrum and Narrow Spectral Band Imaging
by: Coello, Omar, et al.
Published: (2024)

Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator
by: Nguyen, Thinh, et al.
Published: (2024)

RefineFormer3D: Efficient 3D Medical Image Segmentation via Adaptive Multi-Scale Transformer with Cross Attention Fusion
by: Tyagi, Kavyansh, et al.
Published: (2026)

Unsupervised Anomaly Detection Using Diffusion Trend Analysis for Display Inspection
by: Kim, Eunwoo, et al.
Published: (2024)

On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data
by: Martinez-Seras, Aitor, et al.
Published: (2024)

Search Multilayer Perceptron-Based Fusion for Efficient and Accurate Siamese Tracking
by: Shen, Tianqi, et al.
Published: (2026)

Performance Decay in Deepfake Detection: The Limitations of Training on Outdated Data
by: Richings, Jack, et al.
Published: (2025)

Towards Multilingual Audio-Visual Question Answering
by: Phukan, Orchid Chetia, et al.
Published: (2024)

3D Reconstruction from Sketches
by: Talwar, Abhimanyu, et al.
Published: (2025)

SegQC: a segmentation network-based framework for multi-metric segmentation quality control and segmentation error detection in volumetric medical images
by: Specktor-Fadida, Bella, et al.
Published: (2024)

Identity documents recognition and detection using semantic segmentation with convolutional neural network
by: Kozlenko, Mykola, et al.
Published: (2025)

Instance Segmentation for Point Sets
by: Talwar, Abhimanyu, et al.
Published: (2025)

Real-time Object and Event Detection Service through Computer Vision and Edge Computing
by: Mendes, Marcos, et al.
Published: (2025)

AMANet: Advancing SAR Ship Detection with Adaptive Multi-Hierarchical Attention Network
by: Ma, Xiaolin, et al.
Published: (2024)

TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery
by: Wu, Yanan, et al.
Published: (2026)

Deep Learning and Transfer Learning Architectures for English Premier League Player Performance Forecasting
by: Frees, Daniel, et al.
Published: (2024)

Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation
by: Chigot, Estelle, et al.
Published: (2025)

The Power of Next-Frame Prediction for Learning Physical Laws
by: Winterbottom, Thomas, et al.
Published: (2024)

LADI v2: Multi-label Dataset and Classifiers for Low-Altitude Disaster Imagery
by: Scheele, Samuel, et al.
Published: (2024)

LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs
by: Yoon, Kihyuk, et al.
Published: (2023)

Nearest Neighbor Projection Removal Adversarial Training
by: Singh, Himanshu, et al.
Published: (2025)

Motion Consistency Loss for Monocular Visual Odometry with Attention-Based Deep Learning
by: Françani, André O., et al.
Published: (2024)

PAT-VCM: Plug-and-Play Auxiliary Tokens for Video Coding for Machines
by: Jiang, Wei, et al.
Published: (2026)

Interactive Image Selection and Training for Brain Tumor Segmentation Network
by: Cerqueira, Matheus A., et al.
Published: (2024)

MvBody: Multi-View-Based Hybrid Transformer Using Optical 3D Body Scan for Explainable Cesarean Section Prediction
by: Cheng, Ruting, et al.
Published: (2025)

MotionFollower: Editing Video Motion via Lightweight Score-Guided Diffusion
by: Tu, Shuyuan, et al.
Published: (2024)

Depth Priors in Removal Neural Radiance Fields
by: Guo, Zhihao, et al.
Published: (2024)

AUTHENTICATION: Identifying Rare Failure Modes in Autonomous Vehicle Perception Systems using Adversarially Guided Diffusion Models
by: Zarei, Mohammad, et al.
Published: (2025)