SOTAVerified

One-Shot Learning

One-shot learning is the task of learning information about object categories from a single training example.

( Image credit: Siamese Neural Networks for One-shot Image Recognition )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 305 papers

TitleStatusHype
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis—0
Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement—0
High-dimensional separability for one- and few-shot learning—0
HDXplore: Automated Blackbox Testing of Brain-Inspired Hyperdimensional Computing—0
Continuous Learning in Neural Machine Translation using Bilingual Dictionaries—0
HDTest: Differential Fuzz Testing of Brain-Inspired Hyperdimensional Computing—0
Harnessing Geometric Constraints from Emotion Labels to improve Face Verification—0
Continual One-Shot Learning of Hidden Spike-Patterns with Neural Network Simulation Expansion and STDP Convergence Predictions—0
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI—0
HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images—0
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks—0
Application of Computer Vision Techniques for Segregation of PlasticWaste based on Resin Identification Code—0
Compositional Embeddings: Joint Perception and Comparison of Class Label Sets—0
GPT Self-Supervision for a Better Data Annotator—0
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision—0
Compositional Embeddings for Multi-Label One-Shot Learning—0
Generative One-Shot Face Recognition—0
Generative Adversarial Residual Pairwise Networks for One Shot Learning—0
Comparison of Maximum Likelihood and GAN-based training of Real NVPs—0
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study—0
A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium—0
Adaptive Image Transformer for One-Shot Object Detection—0
FIGO: Enhanced Fingerprint Identification Approach Using GAN and One Shot Learning Techniques—0
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI—0
Can Humans Do Less-Than-One-Shot Learning?—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Siamese Neural NetworkAccuracy97.5—Unverified