SOTAVerified

Transfer Learning

Transfer Learning is a machine learning technique where a model trained on one task is re-purposed and fine-tuned for a related, but different task. The idea behind transfer learning is to leverage the knowledge learned from a pre-trained model to solve a new, but related problem. This can be useful in situations where there is limited data available to train a new model from scratch, or when the new task is similar enough to the original task that the pre-trained model can be adapted to the new problem with only minor modifications.

( Image credit: Subodh Malgonde )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8001–8050 of 10307 papers

TitleStatusHype
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection—0
A Review of Deep Transfer Learning and Recent Advancements—0
A review of sentiment analysis research in Arabic language—0
A review of technical factors to consider when designing neural networks for semantic segmentation of Earth Observation imagery—0
A Review on Discriminative Self-supervised Learning Methods in Computer Vision—0
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications—0
Are We Ready for Out-of-Distribution Detection in Digital Pathology?—0
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols—0
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses—0
Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses—0
Argument Novelty and Validity Assessment via Multitask and Transfer Learning—0
A Robust Deep Networks based Multi-Object MultiCamera Tracking System for City Scale Traffic—0
A Robust Ensemble Model for Patasitic Egg Detection and Classification—0
A Robust Illumination-Invariant Camera System for Agricultural Applications—0
A Robust Transferable Deep Learning Framework for Cross-sectional Investment Strategy—0
Artificial Bee Colony optimization of Deep Convolutional Neural Networks in the context of Biomedical Imaging—0
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review—0
Artificial Intelligence for Dementia Research Methods Optimization—0
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems—0
Machine Learning for the Control and Monitoring of Electric Machine Drives: Advances and Trends—0
A Scalable and Generalized Deep Learning Framework for Anomaly Detection in Surveillance Videos—0
A Scaling Law for Syn-to-Real Transfer: How Much Is Your Pre-training Effective?—0
A Scenario-Based Functional Testing Approach to Improving DNN Performance—0
A scoping review of transfer learning research on medical image analysis using ImageNet—0
A Seed-Augment-Train Framework for Universal Digit Classification—0
A Segmentation Foundation Model for Diverse-type Tumors—0
A Self-attention Knowledge Domain Adaptation Network for Commercial Lithium-ion Batteries State-of-health Estimation under Shallow Cycles—0
A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification—0
A Semiparametric Efficient Approach To Label Shift Estimation and Quantification—0
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning—0
Monocular Cyclist Detection with Convolutional Neural Networks—0
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection—0
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition—0
A serial dual-channel library occupancy detection system based on Faster RCNN—0
A Siamese Neural Network with Modified Distance Loss For Transfer Learning in Speech Emotion Recognition—0
A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing—0
A Situated Dialogue System for Learning Structural Concepts in Blocks World—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—0
A Smartphone-Based Skin Disease Classification Using MobileNet CNN—0
Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels—0
Aspect-Based Sentiment Analysis and Singer Name Entity Recognition using Parameter Generation Network Based Transfer Learning—0
ASR-based Features for Emotion Recognition: A Transfer Learning Approach—0
Assessing and Learning Alignment of Unimodal Vision and Language Models—0
Assessing Large Language Models for Online Extremism Research: Identification, Explanation, and New Knowledge—0
Assessing Pre-trained Models for Transfer Learning through Distribution of Spectral Components—0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods—0
Assessing the Value of Transfer Learning Metrics for RF Domain Adaptation—0
Assessment of Breast Cancer Histology using Densely Connected Convolutional Networks—0
Assessment of deep learning based blood pressure prediction from PPG and rPPG signals—0
Show:102550
← PrevPage 161 of 207Next →
All datasetsOffice-Home100 sleep nights of 8 caregiversBanglaLekha Isolated DatasetCOCO70KITTI Object Tracking Evaluation 2012Retinal Fundus MultiDisease Image Dataset (RFMiD)

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1APCLIPAccuracy84.2—Unverified
2DFA-ENTAccuracy69.2—Unverified
3DFA-SAFNAccuracy69.1—Unverified
4EasyTLAccuracy63.3—Unverified
5MEDAAccuracy60.3—Unverified
#ModelMetricClaimedVerifiedStatus
1CNN10-20% Mask PSNR3.23—Unverified
#ModelMetricClaimedVerifiedStatus
1Chatterjee, Dutta et al.[1]Accuracy96.12—Unverified
#ModelMetricClaimedVerifiedStatus
1Co-TuningAccuracy85.65—Unverified
#ModelMetricClaimedVerifiedStatus
1Physical AccessEER5.74—Unverified
#ModelMetricClaimedVerifiedStatus
1riadd.aucmediAUROC0.95—Unverified