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 151–200 of 305 papers

TitleStatusHype
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
TET-GAN: Text Effects Transfer via Stylization and Destylization—0
That's Mine! Learning Ownership Relations and Norms for Robots—0
The Complex Negotiation Dialogue Game—0
The use of large language models to enhance cancer clinical trial educational materials—0
Toward Optimal Run Racing: Application to Deep Learning Calibration—0
Towards Consistent Video Editing with Text-to-Image Diffusion Models—0
Towards Generalizable Sentence Embeddings—0
Towards one-shot learning for rare-word translation with external experts—0
Towards Robust Drone Vision in the Wild—0
Trading robust representations for sample complexity through self-supervised visual experience—0
Transductive One-Shot Learning Meet Subspace Decomposition—0
Uncertainty-based Modulation for Lifelong Learning—0
Unsupervised Meta-Learning For Few-Shot Image Classification—0
Unsupervised Noisy Tracklet Person Re-identification—0
Updatable Siamese Tracker with Two-stage One-shot Learning—0
Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System—0
Verbal Programming of Robot Behavior—0
Towards Learning to Imitate from a Single Video Demonstration—0
Visual Imitation with Reinforcement Learning using Recurrent Siamese Networks—0
VOCABULARY-INFORMED VISUAL FEATURE AUGMENTATION FOR ONE-SHOT LEARNING—0
Watershed of Artificial Intelligence: Human Intelligence, Machine Intelligence, and Biological Intelligence—0
Weakly Supervised One-Shot Detection with Attention Similarity Networks—0
What Can ResNet Learn Efficiently, Going Beyond Kernels?—0
One-Shot Learning for Text-to-SQL Generation—0
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review—0
Adaptive Image Transformer for One-Shot Object Detection—0
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Siamese Neural NetworkAccuracy97.5—Unverified