Hierarchical Image Classification using Entailment Cone Embeddings Apr 2, 2020 Classification General Classification
Code Code Available Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition Apr 1, 2020 Classification General Classification
Code Code Available M2m: Imbalanced Classification via Major-to-minor Translation Apr 1, 2020 Classification Diversity
Code Code Available Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection Mar 27, 2020 Anomaly Detection Binary Classification
Code Code Available Negative Margin Matters: Understanding Margin in Few-shot Classification Mar 26, 2020 Classification Few-Shot Image Classification
Code Code Available Multi-Label Text Classification using Attention-based Graph Neural Network Mar 22, 2020 Classification General Classification
Code Code Available Overinterpretation reveals image classification model pathologies Mar 19, 2020 Classification General Classification
Code Code Available Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification Mar 17, 2020 Action Classification Classification
Code Code Available Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data Mar 16, 2020 Classification Data Augmentation
Code Code Available DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available Dense Dilated Convolutions Merging Network for Land Cover Classification Mar 9, 2020 Classification General Classification
Code Code Available Embedding Propagation: Smoother Manifold for Few-Shot Classification Mar 9, 2020 Classification Few-Shot Image Classification
Code Code Available Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches Mar 8, 2020 Classification Fine-Grained Image Classification
Code Code Available AIDeveloper: deep learning image classification in life science and beyond Mar 5, 2020 Blood Cell Count Classification
Code Code Available Fast Predictive Uncertainty for Classification with Bayesian Deep Networks Mar 2, 2020 Classification General Classification
Code Code Available Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures Feb 27, 2020 Active Learning Classification
Code Code Available Membership Inference Attacks and Defenses in Classification Models Feb 27, 2020 Classification General Classification
Code Code Available PointAugment: an Auto-Augmentation Framework for Point Cloud Classification Feb 25, 2020 3D Point Cloud Data Augmentation Classification
Code Code Available Learning Attentive Pairwise Interaction for Fine-Grained Classification Feb 24, 2020 Classification Fine-Grained Image Classification
Code Code Available Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network Feb 22, 2020 Aspect-Based Sentiment Analysis (ABSA) Classification
Code Code Available Towards Robust and Reproducible Active Learning Using Neural Networks Feb 21, 2020 Active Learning Classification
Code Code Available Enzyme promiscuity prediction using hierarchy-informed multi-label classification Feb 18, 2020 BIG-bench Machine Learning Classification
Code Code Available Adversarial Deep Network Embedding for Cross-network Node Classification Feb 18, 2020 Classification Domain Adaptation
Code Code Available Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks Feb 17, 2020 Classification General Classification
Code Code Available Unifying Graph Convolutional Neural Networks and Label Propagation Feb 17, 2020 Classification General Classification
Code Code Available Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning Feb 16, 2020 Classification General Classification
Code Code Available Single-cell entropy to quantify the cellular transcription from single-cell RNA-seq data Feb 15, 2020 Benchmarking Classification
Code Code Available Extreme Classification via Adversarial Softmax Approximation Feb 15, 2020 Classification General Classification
Code Code Available Superpixel Image Classification with Graph Attention Networks Feb 13, 2020 Classification General Classification
Code Code Available Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Feb 12, 2020 Action Classification Classification
Code Code Available Learning with Out-of-Distribution Data for Audio Classification Feb 11, 2020 Audio Classification Classification
Code Code Available A Computational Approach to Packet Classification Feb 10, 2020 Classification General Classification
Code Code Available On Positive-Unlabeled Classification in GAN Feb 4, 2020 Classification General Classification
Code Code Available Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Feb 3, 2020 Classification Domain Adaptation
Code Code Available Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning Feb 1, 2020 Classification General Classification
Code Code Available Efficient Model for Image Classification With Regularization Tricks Feb 1, 2020 Classification Data Augmentation
Code Code Available Enhancement of Short Text Clustering by Iterative Classification Jan 31, 2020 Classification Clustering
Code Code Available stream-learn -- open-source Python library for difficult data stream batch analysis Jan 29, 2020 Binary Classification Classification
Code Code Available Multi-class Gaussian Process Classification with Noisy Inputs Jan 28, 2020 BIG-bench Machine Learning Classification
Code Code Available Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Jan 23, 2020 Classification Cross-Domain Few-Shot
Code Code Available Are These Birds Similar: Learning Branched Networks for Fine-grained Representations Jan 16, 2020 Classification Document Text Classification
Code Code Available Fairness Measures for Regression via Probabilistic Classification Jan 16, 2020 BIG-bench Machine Learning Classification
Code Code Available Epileptic Seizure Classification with Symmetric and Hybrid Bilinear Models Jan 15, 2020 Classification Diagnostic
Code Code Available Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available Tensor Graph Convolutional Networks for Text Classification Jan 12, 2020 Classification General Classification
Code Code Available Stacked DeBERT: All Attention in Incomplete Data for Text Classification Jan 1, 2020 All Chatbot
Code Code Available Transductive Zero-Shot Learning for 3D Point Cloud Classification Dec 16, 2019 3D Point Cloud Classification Classification
Code Code Available Transparent Classification with Multilayer Logical Perceptrons and Random Binarization Dec 10, 2019 Binarization Classification
Code Code Available Multi-Objective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification Dec 3, 2019 Classification Computational Efficiency
Code Code Available Transform-Invariant Convolutional Neural Networks for Image Classification and Search Nov 28, 2019 Classification General Classification
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