IUP: An Intelligent Utility Prediction Scheme for Solid-State Fermentation in 5G IoT Mar 28, 2021 Few-Shot Learning Prediction
— Unverified When Few-Shot Learning Meets Video Object Detection Mar 26, 2021 Few-Shot Learning Few-Shot Video Object Detection
— Unverified Spirit Distillation: Precise Real-time Semantic Segmentation of Road Scenes with Insufficient Data Mar 25, 2021 Autonomous Driving Few-Shot Learning
— Unverified Multi-level Metric Learning for Few-shot Image Recognition Mar 21, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available Real-Time Visual Object Tracking via Few-Shot Learning Mar 18, 2021 Few-Shot Learning Object
— Unverified Towards Few-Shot Fact-Checking via Perplexity Mar 17, 2021 Fact Checking Few-Shot Learning
— Unverified A New Method for Features Normalization in Motor Imagery Few-Shot Learning using Resting-State Mar 17, 2021 Brain Computer Interface Classification
— Unverified Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning Mar 16, 2021 Few-Shot Learning Meta-Learning
Code Code Available Distance Metric-Based Learning with Interpolated Latent Features for Location Classification in Endoscopy Image and Video Mar 15, 2021 Anomaly Detection Few-Shot Learning
— Unverified DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network Mar 15, 2021 Few-Shot Learning
— Unverified A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors Mar 13, 2021 Few-Shot Learning MRI Reconstruction
— Unverified Multi-Pretext Attention Network for Few-shot Learning with Self-supervision Mar 10, 2021 Clustering Few-Shot Learning
Code Code Available Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data Mar 8, 2021 Decoder Disentanglement
— Unverified Few-shot Learning for Slot Tagging with Attentive Relational Network Mar 3, 2021 Few-Shot Learning
— Unverified A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics Mar 2, 2021 Few-Shot Learning Program Synthesis
— Unverified Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection Mar 1, 2021 Anomaly Detection Few-Shot Learning
— Unverified OmniNet: Omnidirectional Representations from Transformers Mar 1, 2021 de-en Few-Shot Learning
Code Code Available Domain Adaptation for Learning Generator from Paired Few-Shot Data Feb 25, 2021 Diversity Domain Adaptation
— Unverified Enabling the Network to Surf the Internet Feb 24, 2021 Few-Shot Learning Self-Supervised Learning
— Unverified Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution Feb 23, 2021 Few-Shot Learning Learning Theory
Code Code Available Few Shot Learning for Information Verification Feb 22, 2021 Articles Few-Shot Learning
— Unverified Grid Cell Path Integration For Movement-Based Visual Object Recognition Feb 17, 2021 Few-Shot Learning Navigate
Code Code Available Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Feb 17, 2021 Few-Shot Learning Table-to-Text Generation
— Unverified Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining Feb 16, 2021 Audio Classification Event Detection
— Unverified One-shot learning for the long term: consolidation with an artificial hippocampal algorithm Feb 15, 2021 Continual Learning Few-Shot Learning
— Unverified Large-Scale Meta-Learning with Continual Trajectory Shifting Feb 14, 2021 Few-Shot Learning Meta-Learning
— Unverified Multi-Objective Meta Learning Feb 14, 2021 Domain Adaptation Few-Shot Learning
— Unverified Model-Agnostic Graph Regularization for Few-Shot Learning Feb 14, 2021 Few-Shot Image Classification Few-Shot Learning
— Unverified End-to-end Generative Zero-shot Learning via Few-shot Learning Feb 8, 2021 Few-Shot Learning Zero-Shot Learning
Code Code Available Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning Feb 8, 2021 All Few-Shot Learning
— Unverified Few-shot time series segmentation using prototype-defined infinite hidden Markov models Feb 7, 2021 EEG Electroencephalogram (EEG)
— Unverified Hyperspherical embedding for novel class classification Feb 5, 2021 Classification Few-Shot Learning
— Unverified Feature Representation in Deep Metric Embeddings Feb 5, 2021 Few-Shot Learning Metric Learning
— Unverified Neural Data Augmentation via Example Extrapolation Feb 2, 2021 Data Augmentation Diversity
Code Code Available Few-shot Learning for CT Scan based COVID-19 Diagnosis Feb 1, 2021 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified Few-shot Image Classification with Multi-Facet Prototypes Feb 1, 2021 Classification Few-Shot Image Classification
— Unverified Few-Shot Learning for Road Object Detection Jan 29, 2021 Few-Shot Learning Few-Shot Object Detection
— Unverified Combat Data Shift in Few-shot Learning with Knowledge Graph Jan 27, 2021 Few-Shot Learning Meta-Learning
— Unverified Edge-Labeling based Directed Gated Graph Network for Few-shot Learning Jan 27, 2021 Few-Shot Learning
Code Code Available Similarity of Classification Tasks Jan 27, 2021 Classification Few-Shot Learning
Code Code Available Supervised Momentum Contrastive Learning for Few-Shot Classification Jan 26, 2021 Classification Contrastive Learning
— Unverified TLRM: Task-level Relation Module for GNN-based Few-Shot Learning Jan 25, 2021 Few-Shot Learning Relation
— Unverified Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning Jan 23, 2021 Few-Shot Learning Meta-Learning
— Unverified Learn from Concepts: Towards the Purified Memory for Few-shot Learning Jan 23, 2021 Few-Shot Learning Graph Neural Network
— Unverified Stress Testing of Meta-learning Approaches for Few-shot Learning Jan 21, 2021 Few-Shot Learning Meta-Learning
— Unverified Cross-domain few-shot learning with unlabelled data Jan 19, 2021 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Few-Shot Bayesian Optimization with Deep Kernel Surrogates Jan 19, 2021 Bayesian Optimization Few-Shot Learning
— Unverified Machine learning with limited data Jan 18, 2021 BIG-bench Machine Learning Cross-Domain Few-Shot
— Unverified Learning to Focus: Cascaded Feature Matching Network for Few-shot Image Recognition Jan 13, 2021 Few-Shot Learning Meta-Learning
— Unverified Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video Jan 11, 2021 Few-Shot Learning image-classification
— Unverified 