EnGraf-Net: Multiple Granularity Branch Network with Fine-Coarse Graft Grained for Classification Task Oct 21, 2021 Classification Fine-Grained Image Classification
Code Code Available Improving the Deployment of Recycling Classification through Efficient Hyper-Parameter Analysis Oct 21, 2021 Classification Data Augmentation
— Unverified Grafting Transformer on Automatically Designed Convolutional Neural Network for Hyperspectral Image Classification Oct 21, 2021 Classification Hyperspectral Image Classification
Code Code Available HCV: Hierarchy-Consistency Verification for Incremental Implicitly-Refined Classification Oct 21, 2021 Classification Continual Learning
Code Code Available Watermarking Graph Neural Networks based on Backdoor Attacks Oct 21, 2021 Classification Graph Classification
— Unverified Knowledge-Guided Multiview Deep Curriculum Learning for Elbow Fracture Classification Oct 20, 2021 Classification Transfer Learning
Code Code Available Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles Oct 20, 2021 Classification Fake News Detection
Code Code Available PatchAugment: Local Neighborhood Augmentation in Point Cloud Classification Oct 19, 2021 3D Point Cloud Classification Classification
Code Code Available Dynamic Local Geometry Capture in 3D PointCloud Classification Oct 19, 2021 3D Classification 3D Point Cloud Classification
Code Code Available Optimal randomized classification trees Oct 19, 2021 Classification
— Unverified Riemannian classification of EEG signals with missing values Oct 19, 2021 Classification EEG
— Unverified SSAST: Self-Supervised Audio Spectrogram Transformer Oct 19, 2021 Audio Classification Classification
Code Code Available Robust Event Classification Using Imperfect Real-world PMU Data Oct 19, 2021 Classification Event Detection
— Unverified Robust Semi-Supervised Classification using GANs with Self-Organizing Maps Oct 19, 2021 Classification
— Unverified CGNN: Traffic Classification with Graph Neural Network Oct 19, 2021 Classification Graph Neural Network
— Unverified A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification Oct 19, 2021 Adversarial Robustness Classification
Code Code Available A Method for MBTI Classification Based on Impact of Class Components Oct 18, 2021 Classification text-classification
— Unverified Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices Oct 18, 2021 Acoustic Scene Classification Classification
— Unverified A Data Bootstrapping Recipe for Low Resource Multilingual Relation Classification Oct 18, 2021 Classification Relation
— Unverified ifMixup: Interpolating Graph Pair to Regularize Graph Classification Oct 18, 2021 Classification Graph Classification
— Unverified Deep CNNs for Peripheral Blood Cell Classification Oct 18, 2021 Classification Data Augmentation
— Unverified Graph-based Local Climate Classification in Iran Oct 18, 2021 Classification Time Series
— Unverified Fair Tree Classifier using Strong Demographic Parity Oct 18, 2021 Attribute Classification
Code Code Available Graph Partner Neural Networks for Semi-Supervised Learning on Graphs Oct 18, 2021 Classification Graph Classification
— Unverified Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features Oct 17, 2021 Classification Genre classification
Code Code Available Tackling the Imbalance for GNNs Oct 17, 2021 Classification
— Unverified InducT-GCN: Inductive Graph Convolutional Networks for Text Classification Oct 16, 2021 Classification Graph Neural Network
— Unverified An Evolutionary Correlation-aware Feature Selection Method for Classification Problems Oct 16, 2021 Classification feature selection
— Unverified Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models Oct 16, 2021 Classification Domain Generalization
Code Code Available Data-driven intrinsic localized mode detection and classification in one-dimensional crystal lattice model Oct 15, 2021 Classification Dimensionality Reduction
— Unverified A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification Oct 15, 2021 Classification Entity Typing
— Unverified Tree-based local explanations of machine learning model predictions, AraucanaXAI Oct 15, 2021 BIG-bench Machine Learning Classification
— Unverified Crop Rotation Modeling for Deep Learning-Based Parcel Classification from Satellite Time Series Oct 15, 2021 Classification Crop Classification
Code Code Available Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition Oct 14, 2021 Classification named-entity-recognition
Code Code Available IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Oct 14, 2021 Classification Data Augmentation
— Unverified Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation Oct 14, 2021 Autonomous Vehicles Classification
— Unverified FocusNet: Classifying Better by Focusing on Confusing Classes Oct 14, 2021 Classification image-classification
Code Code Available VLBInet: Radio Interferometry Data Classification for EHT with Neural Networks Oct 14, 2021 Classification Image Reconstruction
— Unverified Food Odor Recognition via Multi-step Classification Oct 13, 2021 Classification
— Unverified Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis Oct 13, 2021 BIG-bench Machine Learning Classification
Code Code Available Identification of Metallic Objects using Spectral Magnetic Polarizability Tensor Signatures: Object Classification Oct 13, 2021 Classification Object
— Unverified Transform and Bitstream Domain Image Classification Oct 13, 2021 Classification image-classification
— Unverified Well-classified Examples are Underestimated in Classification with Deep Neural Networks Oct 13, 2021 Classification Graph Classification
Code Code Available Unsupervised Contrastive Learning with Simple Transformation for 3D Point Cloud Data Oct 13, 2021 3D Object Classification Classification
— Unverified Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification Oct 12, 2021 Classification Computational Efficiency
Code Code Available SEPP: Similarity Estimation of Predicted Probabilities for Defending and Detecting Adversarial Text Oct 12, 2021 Adversarial Text Classification
Code Code Available Finding Relevant Points for Nearest-Neighbor Classification Oct 12, 2021 Classification
— Unverified GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs Oct 11, 2021 Classification Dynamic Node Classification
— Unverified Instance-based Label Smoothing For Better Calibrated Classification Networks Oct 11, 2021 Classification image-classification
Code Code Available Learnable Adaptive Cosine Estimator (LACE) for Image Classification Oct 11, 2021 Classification image-classification
Code Code Available 