| Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator | Nov 25, 2019 | ClassificationFine-Grained Image Classification | CodeCode Available | 0 |
| Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification | Dec 13, 2017 | Action ClassificationAction Detection | CodeCode Available | 0 |
| Rethinking Text Attribute Transfer: A Lexical Analysis | Sep 26, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification | Feb 1, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| No Training Required: Exploring Random Encoders for Sentence Classification | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective | Sep 13, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Normalized Direction-preserving Adam | Sep 13, 2017 | General Classification | CodeCode Available | 0 |
| Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos | Jun 17, 2019 | Binary ClassificationDecoder | CodeCode Available | 0 |
| Retinal OCT disease classification with variational autoencoder regularization | Mar 23, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Towards Alzheimer's Disease Classification through Transfer Learning | Nov 29, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multi-Task Graph Autoencoders | Nov 7, 2018 | General ClassificationGraph Embedding | CodeCode Available | 0 |
| Nonzero-sum Adversarial Hypothesis Testing Games | Sep 28, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Wasserstein Introspective Neural Networks | Nov 24, 2017 | General Classification | CodeCode Available | 0 |
| Revealing patterns in HIV viral load data and classifying patients via a novel machine learning cluster summarization method | Apr 25, 2018 | Decision MakingGeneral Classification | CodeCode Available | 0 |
| Revealing quantum chaos with machine learning | Feb 25, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition | Dec 11, 2019 | Action ClassificationAction Detection | CodeCode Available | 0 |
| Multicolumn Networks for Face Recognition | Jul 24, 2018 | Face IdentificationFace Recognition | CodeCode Available | 0 |
| Mask Scoring R-CNN | Mar 1, 2019 | General ClassificationInstance Segmentation | CodeCode Available | 0 |
| Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness | May 31, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification | Jan 6, 2021 | General Classificationimage-classification | CodeCode Available | 0 |
| Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings | Apr 2, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations | Aug 23, 2018 | General ClassificationMulti-Label Classification | CodeCode Available | 0 |
| SmokEng: Towards Fine-grained Classification of Tobacco-related Social Media Text | Oct 12, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Revisiting graph neural networks and distance encoding from a practical view | Nov 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Why do These Match? Explaining the Behavior of Image Similarity Models | May 26, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| Towards a Seamless Integration of Word Senses into Downstream NLP Applications | Oct 18, 2017 | General Classification | CodeCode Available | 0 |
| Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect | Jul 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Revisiting Local Descriptor for Improved Few-Shot Classification | Mar 30, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Lower Bounds on Adversarial Robustness from Optimal Transport | Sep 26, 2019 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Revisiting Distributional Correspondence Indexing: A Python Reimplementation and New Experiments | Oct 19, 2018 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Smooth Loss Functions for Deep Top-k Classification | Feb 21, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Verification for Machine Learning, Autonomy, and Neural Networks Survey | Oct 3, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Is Heuristic Sampling Necessary in Training Deep Object Detectors? | Sep 11, 2019 | DiagnosticGeneral Classification | CodeCode Available | 0 |
| SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification | Jun 1, 2019 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 0 |
| Revisiting Graph Neural Networks: All We Have is Low-Pass Filters | May 23, 2019 | AllGeneral Classification | CodeCode Available | 0 |
| Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning | Oct 30, 2020 | General ClassificationGraph Classification | CodeCode Available | 0 |
| SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification | Mar 6, 2019 | General Classification | CodeCode Available | 0 |
| Multitask Deep Learning with Spectral Knowledge for Hyperspectral Image Classification | May 11, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning | Mar 28, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Non-Parametric Calibration for Classification | Jun 12, 2019 | Active LearningClassification | CodeCode Available | 0 |
| Towards Autoencoding Variational Inference for Aspect-based Opinion Summary | Feb 7, 2019 | General ClassificationSentiment Analysis | CodeCode Available | 0 |
| LICIC: Less Important Components for Imbalanced Multiclass Classification | Dec 9, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Revisiting neural relation classification in clinical notes with external information | Oct 1, 2018 | ClassificationFeature Engineering | CodeCode Available | 0 |
| Non-Negative Networks Against Adversarial Attacks | Jun 15, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural Networks | Mar 4, 2020 | General ClassificationTime Series | CodeCode Available | 0 |
| Nonlinear Systems Identification Using Deep Dynamic Neural Networks | Oct 5, 2016 | Dynamic neural networksGeneral Classification | CodeCode Available | 0 |
| "What is Relevant in a Text Document?": An Interpretable Machine Learning Approach | Dec 23, 2016 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Revisiting RCNN: On Awakening the Classification Power of Faster RCNN | Mar 19, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training | Dec 7, 2018 | 16kGeneral Classification | CodeCode Available | 0 |
| Lower-Bounded Proper Losses for Weakly Supervised Classification | Mar 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
