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| Learning deep representations by mutual information estimation and maximization | Aug 20, 2018 | General ClassificationMutual Information Estimation | CodeCode Available | 1 |
| Learning Equivariant Representations | Dec 4, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning Filter Basis for Convolutional Neural Network Compression | Aug 23, 2019 | General Classificationimage-classification | CodeCode Available | 1 |
| Learning from Complementary Labels | May 22, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification | Jan 6, 2020 | General ClassificationKnowledge Distillation | CodeCode Available | 1 |
| Learning Semantically Enhanced Feature for Fine-Grained Image Classification | Jun 24, 2020 | ClassificationFine-Grained Image Classification | CodeCode Available | 1 |
| A Generic Visualization Approach for Convolutional Neural Networks | Jul 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Learning Temporal Resolution in Spectrogram for Audio Classification | Oct 4, 2022 | Audio ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning to Navigate for Fine-grained Classification | Sep 2, 2018 | Fine-Grained Image ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Leveraging the Feature Distribution in Transfer-based Few-Shot Learning | Jun 6, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference | Apr 2, 2021 | CPUGeneral Classification | CodeCode Available | 1 |
| Aggregated Residual Transformations for Deep Neural Networks | Nov 16, 2016 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification | Jan 9, 2021 | General ClassificationMulti Label Text Classification | CodeCode Available | 1 |
| LipNet: End-to-End Sentence-level Lipreading | Nov 5, 2016 | General ClassificationLipreading | CodeCode Available | 1 |
| XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification | May 7, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| LoRAS: An oversampling approach for imbalanced datasets | Aug 22, 2019 | General Classification | CodeCode Available | 1 |
| LSTM Fully Convolutional Networks for Time Series Classification | Sep 8, 2017 | General ClassificationOutlier Detection | CodeCode Available | 1 |
| M2m: Imbalanced Classification via Major-to-minor Translation | Apr 1, 2020 | ClassificationDiversity | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks | Dec 9, 2020 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification | Sep 8, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 |
| MATCH: Metadata-Aware Text Classification in A Large Hierarchy | Feb 15, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Match Them Up: Visually Explainable Few-shot Image Classification | Nov 25, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 |
| Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification | Sep 13, 2019 | Federated LearningGeneral Classification | CodeCode Available | 1 |
| MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation | Mar 25, 2021 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples | Mar 7, 2019 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 1 |
| A ground-truth dataset and classification model for detecting bots in GitHub issue and PR comments | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| An End-to-End Architecture for Keyword Spotting and Voice Activity Detection | Nov 28, 2016 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Active Learning for BERT: An Empirical Study | Nov 1, 2020 | Active LearningBinary text classification | CodeCode Available | 1 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning | Jul 6, 2020 | General ClassificationSemantic Segmentation | CodeCode Available | 1 |
| MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification | Feb 7, 2021 | ClassificationEEG | CodeCode Available | 1 |
| MINE: Mutual Information Neural Estimation | Jan 12, 2018 | General Classification | CodeCode Available | 1 |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Mitigating Unwanted Biases with Adversarial Learning | Jan 22, 2018 | FairnessGeneral Classification | CodeCode Available | 1 |
| Active Learning for Deep Object Detection via Probabilistic Modeling | Mar 30, 2021 | Active LearningClassification | CodeCode Available | 1 |
| MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection | Dec 9, 2020 | Anomaly DetectionClassification | CodeCode Available | 1 |
| Modeling Relational Data with Graph Convolutional Networks | Mar 17, 2017 | DecoderGeneral Classification | CodeCode Available | 1 |
| Modern Hopfield Networks and Attention for Immune Repertoire Classification | Jul 16, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Mood Classification Using Listening Data | Oct 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification | Aug 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification | Dec 11, 2020 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Multi-Label Classification Neural Networks with Hard Logical Constraints | Mar 24, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs | Oct 15, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| A new Backdoor Attack in CNNs by training set corruption without label poisoning | Feb 12, 2019 | Backdoor AttackGeneral Classification | CodeCode Available | 1 |
