| Road Damage Detection and Classification with Detectron2 and Faster R-CNN | Oct 28, 2020 | General ClassificationRoad Damage Detection | CodeCode Available | 1 |
| MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images | Oct 28, 2020 | General ClassificationSegmentation | CodeCode Available | 1 |
| NILM as a regression versus classification problem: the importance of thresholding | Oct 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies | Oct 26, 2020 | General ClassificationGraph Classification | CodeCode Available | 1 |
| Classification of Important Segments in Educational Videos using Multimodal Features | Oct 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Fine-grained Information Status Classification Using Discourse Context-Aware BERT | Oct 26, 2020 | General Classification | CodeCode Available | 1 |
| X-Class: Text Classification with Extremely Weak Supervision | Oct 24, 2020 | ClassificationClustering | CodeCode Available | 1 |
| KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi | Oct 23, 2020 | ArticlesBenchmarking | CodeCode Available | 1 |
| Fusion of Dual Spatial Information for Hyperspectral Image Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Attention Transfer Network for Aspect-level Sentiment Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification | Oct 23, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Urban Sound Classification : striving towards a fair comparison | Oct 22, 2020 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| Mood Classification Using Listening Data | Oct 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Knowledge Distillation for BERT Unsupervised Domain Adaptation | Oct 22, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis | Oct 21, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Line Graph Neural Networks for Link Prediction | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Cold-start Active Learning through Self-supervised Language Modeling | Oct 19, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Stationary Activations for Uncertainty Calibration in Deep Learning | Oct 19, 2020 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification | Oct 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection | Oct 17, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| Minimax Classification with 0-1 Loss and Performance Guarantees | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| TopicBERT for Energy Efficient Document Classification | Oct 15, 2020 | ClassificationDocument 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 |
| Semi-supervised NMF Models for Topic Modeling in Learning Tasks | Oct 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Locality Preserving Dense Graph Convolutional Networks with Graph Context-Aware Node Representations | Oct 12, 2020 | ClassificationDecoder | CodeCode Available | 1 |
| Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification | Oct 11, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 |
| Deep Active Learning for Joint Classification & Segmentation with Weak Annotator | Oct 10, 2020 | Active LearningClassification | CodeCode Available | 1 |
| Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification | Oct 9, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Multi-Objective Optimisation of Multi-Output Neural Trees | Oct 9, 2020 | General ClassificationGeneral Classification Selection | CodeCode Available | 1 |
| Denoising Multi-Source Weak Supervision for Neural Text Classification | Oct 9, 2020 | ClassificationDenoising | CodeCode Available | 1 |
| Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features | Oct 8, 2020 | Domain AdaptationGeneral 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 |
| Learning Binary Semantic Embedding for Histology Image Classification and Retrieval | Oct 7, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Identifying Spurious Correlations for Robust Text Classification | Oct 6, 2020 | Classificationfeature selection | CodeCode Available | 1 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 |
| Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder | Oct 6, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Data Set and a Convolutional Model for Iconography Classification in Paintings | Oct 6, 2020 | General ClassificationImage Classification | CodeCode Available | 1 |
| The Multilingual Amazon Reviews Corpus | Oct 6, 2020 | ClassificationCross-Lingual Transfer | CodeCode Available | 1 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Graph Cross Networks with Vertex Infomax Pooling | Oct 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification | Oct 5, 2020 | ClassificationEntity Typing | CodeCode Available | 1 |
| Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings | Oct 3, 2020 | AllGeneral Classification | CodeCode Available | 1 |
| Exploiting Unsupervised Data for Emotion Recognition in Conversations | Oct 2, 2020 | Emotion Recognition in ConversationGeneral Classification | CodeCode Available | 1 |
| Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images | Oct 1, 2020 | Diabetic Retinopathy GradingGeneral Classification | CodeCode Available | 1 |
| Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Ray-based classification framework for high-dimensional data | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
