Online Continual Learning in Image Classification: An Empirical Survey Jan 25, 2021 Classification Continual Learning
Code Code Available EEG-Inception: An Accurate and Robust End-to-End Neural Network for EEG-based Motor Imagery Classification Jan 24, 2021 Brain Computer Interface Classification
Code Code Available LEAF: A Learnable Frontend for Audio Classification Jan 21, 2021 Audio Classification Classification
Code Code Available Progressive Co-Attention Network for Fine-grained Visual Classification Jan 21, 2021 Classification Fine-Grained Image Classification
Code Code Available Classifying Scientific Publications with BERT -- Is Self-Attention a Feature Selection Method? Jan 20, 2021 Articles Classification
Code Code Available Counterfactual Generative Networks Jan 15, 2021 Classification counterfactual
Code Code Available Label Contrastive Coding based Graph Neural Network for Graph Classification Jan 14, 2021 Classification Contrastive Learning
Code Code Available OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation Jan 14, 2021 BIG-bench Machine Learning Classification
Code Code Available Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification Jan 14, 2021 Classification Hyperspectral Image Classification
Code Code Available Big Self-Supervised Models Advance Medical Image Classification Jan 13, 2021 Classification Contrastive Learning
Code Code Available Learning Efficient Representations for Keyword Spotting with Triplet Loss Jan 12, 2021 Classification Keyword Spotting
Code Code Available Analysis of skin lesion images with deep learning Jan 11, 2021 Classification Data Augmentation
Code Code Available Combining Neural Network Models for Blood Cell Classification Jan 10, 2021 Classification General Classification
Code Code Available Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification Jan 8, 2021 BIG-bench Machine Learning Classification
Code Code Available GraphHop: An Enhanced Label Propagation Method for Node Classification Jan 7, 2021 Classification General Classification
Code Code Available The Shapley Value of Classifiers in Ensemble Games Jan 6, 2021 Classification Ensemble Pruning
Code Code Available PointCutMix: Regularization Strategy for Point Cloud Classification Jan 5, 2021 3D Point Cloud Classification Classification
Code Code Available Iterative weak/self-supervised classification framework for abnormal events detection Jan 3, 2021 Abnormal Event Detection In Video Anomaly Detection
Code Code Available Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier Jan 3, 2021 Classification Cross-Domain Few-Shot
Code Code Available Revisiting Point Cloud Classification with a Simple and Effective Baseline Jan 1, 2021 3D Point Cloud Classification Classification
Code Code Available Recall Loss for Imbalanced Image Classification and Semantic Segmentation Jan 1, 2021 Classification General Classification
Code Code Available Adaptive Threshold for Online Object Recognition and Re-identification Tasks Dec 28, 2020 Classification Face Recognition
Code Code Available Spatial Contrastive Learning for Few-Shot Classification Dec 26, 2020 Classification Contrastive Learning
Code Code Available EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs Dec 26, 2020 Classification Data Augmentation
Code Code Available Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification Dec 24, 2020 Classification General Classification
Code Code Available Deep Semantic Dictionary Learning for Multi-label Image Classification Dec 23, 2020 Classification Dictionary Learning
Code Code Available IIRC: Incremental Implicitly-Refined Classification Dec 23, 2020 Classification class-incremental learning
Code Code Available Deep Open Intent Classification with Adaptive Decision Boundary Dec 18, 2020 Classification General Classification
Code Code Available Image and Text fusion for UPMC Food-101 \ BERT and CNNs Dec 17, 2020 Classification Document Text Classification
Code Code Available Transformer Interpretability Beyond Attention Visualization Dec 17, 2020 Classification General Classification
Code Code Available MASKER: Masked Keyword Regularization for Reliable Text Classification Dec 17, 2020 Classification Domain Generalization
Code Code Available VSQL: Variational Shadow Quantum Learning for Classification Dec 15, 2020 BIG-bench Machine Learning Classification
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available Attentional-Biased Stochastic Gradient Descent Dec 13, 2020 Classification General Classification
Code Code Available SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification Dec 10, 2020 Classification General Classification
Code Code Available Label Confusion Learning to Enhance Text Classification Models Dec 9, 2020 Classification General Classification
Code Code Available Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification Dec 9, 2020 Anomaly Detection Atrial Fibrillation Detection
Code Code Available MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection Dec 9, 2020 Anomaly Detection Classification
Code Code Available Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery Dec 8, 2020 Classification Domain Adaptation
Code Code Available Hyperspectral Classification Based on Lightweight 3-D-CNN With Transfer Learning Dec 7, 2020 Classification General Classification
Code Code Available VideoMix: Rethinking Data Augmentation for Video Classification Dec 7, 2020 Action Localization Action Recognition
Code Code Available Guitar Effects Recognition and Parameter Estimation with Convolutional Neural Networks Dec 6, 2020 Classification General Classification
Code Code Available Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification Dec 6, 2020 Classification General Classification
Code Code Available CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud Dec 5, 2020 3D Object Detection Birds Eye View Object Detection
Code Code Available Cross-Domain Sentiment Classification with In-Domain Contrastive Learning Dec 5, 2020 Classification Contrastive Learning
Code Code Available Going Beyond Classification Accuracy Metrics in Model Compression Dec 3, 2020 Classification Edge-computing
Code Code Available Few-Shot Classification with Feature Map Reconstruction Networks Dec 2, 2020 Classification Cross-Domain Few-Shot
Code Code Available Fair Attribute Classification through Latent Space De-biasing Dec 2, 2020 Attribute Classification
Code Code Available Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset Dec 2, 2020 Cell Segmentation Classification
Code Code Available Two-Step Classification using Recasted Data for Low Resource Settings Dec 1, 2020 Classification Natural Language Inference
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