Generative Classifiers as a Basis for Trustworthy Image Classification Jul 29, 2020 Classification General Classification
Code Code Available Receptive-Field Regularized CNNs for Music Classification and Tagging Jul 27, 2020 Classification General Classification
Code Code Available The MAMe Dataset: On the relevance of High Resolution and Variable Shape image properties Jul 27, 2020 Classification General Classification
Code Code Available Rethinking CNN Models for Audio Classification Jul 22, 2020 Audio Classification Classification
Code Code Available DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
Code Code Available Representative-Discriminative Learning for Open-set Land Cover Classification of Satellite Imagery Jul 21, 2020 Classification General Classification
Code Code Available newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification Jul 21, 2020 Articles Classification
Code Code Available C-CNN: Contourlet Convolutional Neural Networks Jul 21, 2020 Classification Texture Classification
Code Code Available Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes Jul 20, 2020 Classification Gaussian Processes
Code Code Available A Generic Visualization Approach for Convolutional Neural Networks Jul 19, 2020 Classification General Classification
Code Code Available Region-based Non-local Operation for Video Classification Jul 17, 2020 Action Classification Action Recognition
Code Code Available Explanation-Guided Training for Cross-Domain Few-Shot Classification Jul 17, 2020 Classification Cross-Domain Few-Shot
Code Code Available Modern Hopfield Networks and Attention for Immune Repertoire Classification Jul 16, 2020 BIG-bench Machine Learning Classification
Code Code Available Learning to Learn Parameterized Classification Networks for Scalable Input Images Jul 13, 2020 Classification General Classification
Code Code Available Lightweight Modules for Efficient Deep Learning based Image Restoration Jul 11, 2020 Classification Deep Learning
Code Code Available Towards Robust Classification with Deep Generative Forests Jul 11, 2020 BIG-bench Machine Learning Classification
Code Code Available Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Jul 11, 2020 Classification General Classification
Code Code Available Generalized Maximum Entropy for Supervised Classification Jul 10, 2020 Classification General Classification
Code Code Available Few-Shot One-Class Classification via Meta-Learning Jul 8, 2020 Anomaly Detection Classification
Code Code Available Time-series forecasting of Bitcoin prices using high-dimensional features: a machine learning approach Jul 4, 2020 BIG-bench Machine Learning Classification
Code Code Available Explainable Deep One-Class Classification Jul 3, 2020 Anomaly Detection Classification
Code Code Available Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline Jul 3, 2020 Classification EEG
Code Code Available Contextualized Weak Supervision for Text Classification Jul 1, 2020 Classification General Classification
Code Code Available Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification Jul 1, 2020 Classification General Classification
Code Code Available Measuring Robustness to Natural Distribution Shifts in Image Classification Jul 1, 2020 Classification Domain Generalization
Code Code Available Second Order PAC-Bayesian Bounds for the Weighted Majority Vote Jul 1, 2020 Binary Classification Classification
Code Code Available Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning Jun 30, 2020 Classification Computed Tomography (CT)
Code Code Available Image Classification by Reinforcement Learning with Two-State Q-Learning Jun 28, 2020 Classification General Classification
Code Code Available Proper Network Interpretability Helps Adversarial Robustness in Classification Jun 26, 2020 Adversarial Robustness Classification
Code Code Available Deep Prototypical Networks with Hybrid Residual Attention for Hyperspectral Image Classification Jun 25, 2020 Classification General Classification
Code Code Available SmallBigNet: Integrating Core and Contextual Views for Video Classification Jun 25, 2020 Classification General Classification
Code Code Available Learning Data Augmentation with Online Bilevel Optimization for Image Classification Jun 25, 2020 Bilevel Optimization Classification
Code Code Available Parametric Instance Classification for Unsupervised Visual Feature Learning Jun 25, 2020 Classification General Classification
Code Code Available Learning Semantically Enhanced Feature for Fine-Grained Image Classification Jun 24, 2020 Classification Fine-Grained Image Classification
Code Code Available Graph Prototypical Networks for Few-shot Learning on Attributed Networks Jun 23, 2020 Classification Drug Discovery
Code Code Available Learning Gradient Boosted Multi-label Classification Rules Jun 23, 2020 Classification General Classification
Code Code Available Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering Jun 23, 2020 Classification Clustering
Code Code Available A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available Interpretation of 3D CNNs for Brain MRI Data Classification Jun 20, 2020 Classification General Classification
Code Code Available Self-Supervised Prototypical Transfer Learning for Few-Shot Classification Jun 19, 2020 Classification Few-Shot Learning
Code Code Available Distribution-free binary classification: prediction sets, confidence intervals and calibration Jun 18, 2020 Binary Classification Classification
Code Code Available ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities Jun 17, 2020 Classification General Classification
Code Code Available Document Classification for COVID-19 Literature Jun 15, 2020 Articles Classification
Code Code Available ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping Jun 15, 2020 Classification General Classification
Code Code Available Stream-51: Streaming Classification and Novelty Detection from Videos Jun 14, 2020 Classification General Classification
Code Code Available Discrete Latent Variable Representations for Low-Resource Text Classification Jun 11, 2020 Classification General Classification
Code Code Available Towards More Practical Adversarial Attacks on Graph Neural Networks Jun 9, 2020 Classification General Classification
Code Code Available Multi-view Contrastive Learning for Online Knowledge Distillation Jun 7, 2020 Classification Contrastive Learning
Code Code Available Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model Jun 5, 2020 Classification Diagnostic
Code Code Available 