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 151–175 of 305 papers

TitleStatusHype
Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification—0
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data—0
A Generative Model For Electron Paths—0
Prototype-Based Approach for One-Shot Segmentation of Brain Tumors using Few-Shot Learning—0
PVChat: Personalized Video Chat with One-Shot Learning—0
Quadruplet Network with One-Shot Learning for Fast Visual Object Tracking—0
Rapid Learning of Spatial Representations for Goal-Directed Navigation Based on a Novel Model of Hippocampal Place Fields—0
RC-DARTS: Resource Constrained Differentiable Architecture Search—0
Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media—0
Reinforcing Generated Images via Meta-learning for One-Shot Fine-Grained Visual Recognition—0
RePD: Defending Jailbreak Attack through a Retrieval-based Prompt Decomposition Process—0
Representing Signs as Signs: One-Shot ISLR to Facilitate Functional Sign Language Technologies—0
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming—0
Response Matching for generating materials and molecules—0
Robust One Shot Audio to Video Generation—0
Rotation Invariance Neural Network—0
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition—0
Similarity Learning Networks for Animal Individual Re-Identification -- Beyond the Capabilities of a Human Observer—0
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies—0
Sorted Pooling in Convolutional Networks for One-shot Learning—0
SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation—0
Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance—0
Task Adaptive Feature Transformation for One-Shot Learning—0
Task Specific Adversarial Cost Function—0
Temporal credit assignment for one-shot learning utilizing a phase transition material—0
Show:102550
← PrevPage 7 of 13Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Siamese Neural NetworkAccuracy97.5—Unverified