| Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning | Nov 1, 2021 | Deep Learning | CodeCode Available | 1 |
| Robust Deep Learning from Crowds with Belief Propagation | Nov 1, 2021 | Deep LearningVariational Inference | CodeCode Available | 1 |
| Holistic Deep Learning | Oct 29, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Stable Anderson Acceleration for Deep Learning | Oct 26, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Multi-Objective Loss Balancing for Physics-Informed Deep Learning | Oct 19, 2021 | Deep LearningPhysics-informed machine learning | CodeCode Available | 1 |
| Neuro-Symbolic Forward Reasoning | Oct 18, 2021 | Deep LearningObject | CodeCode Available | 1 |
| Hydra: A System for Large Multi-Model Deep Learning | Oct 16, 2021 | Deep LearningGPU | CodeCode Available | 1 |
| Arabic Speech Emotion Recognition Employing Wav2vec2.0 and HuBERT Based on BAVED Dataset | Oct 9, 2021 | Deep LearningEmotion Recognition | CodeCode Available | 1 |
| Salient ImageNet: How to discover spurious features in Deep Learning? | Oct 8, 2021 | AttributeDeep Learning | CodeCode Available | 1 |
| RelaySum for Decentralized Deep Learning on Heterogeneous Data | Oct 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Geometric Algebra Attention Networks for Small Point Clouds | Oct 5, 2021 | Classify 3D Point CloudsDeep Learning | CodeCode Available | 1 |
| Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation | Oct 5, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Deep Neural Networks and Tabular Data: A Survey | Oct 5, 2021 | Deep LearningSurvey | CodeCode Available | 1 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | CodeCode Available | 1 |
| Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark | Sep 29, 2021 | Deep LearningSurvey | CodeCode Available | 1 |
| Deep Spatio-Temporal Wind Power Forecasting | Sep 29, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| GenNet framework: interpretable deep learning for predicting phenotypes from genetic data | Sep 17, 2021 | Deep LearningEfficient Neural Network | CodeCode Available | 1 |
| Seeking an Optimal Approach for Computer-Aided Pulmonary Embolism Detection | Sep 15, 2021 | Deep LearningMultiple Instance Learning | CodeCode Available | 1 |
| Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction | Sep 11, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| DeepTaskAPT: Insider APT detection using Task-tree based Deep Learning | Aug 31, 2021 | Deep Learning | CodeCode Available | 1 |
| Music Composition with Deep Learning: A Review | Aug 27, 2021 | Deep LearningMusic Generation | CodeCode Available | 1 |
| Probabilistic Deep Learning for Electric-Vehicle Energy-Use Prediction | Aug 23, 2021 | Deep LearningPrediction | CodeCode Available | 1 |
| edge-SR: Super-Resolution For The Masses | Aug 23, 2021 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 |
| DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction | Aug 20, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| AGNet: Weighing Black Holes with Deep Learning | Aug 17, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| spectrai: A deep learning framework for spectral data | Aug 17, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Interpreting and improving deep-learning models with reality checks | Aug 16, 2021 | Deep Learning | CodeCode Available | 1 |
| Local Patch Network with Global Attention for Infrared Small Target Detection | Aug 13, 2021 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Automatic Gaze Analysis: A Survey of Deep Learning based Approaches | Aug 12, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| Deep Learning Enhanced Dynamic Mode Decomposition | Aug 10, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Efficient Hyperparameter Optimization for Differentially Private Deep Learning | Aug 9, 2021 | Deep LearningHyperparameter Optimization | CodeCode Available | 1 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles | Aug 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Improving Deep Learning for HAR with shallow LSTMs | Aug 2, 2021 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Multispectral Vineyard Segmentation: A Deep Learning approach | Aug 2, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Fully Homomorphically Encrypted Deep Learning as a Service | Jul 26, 2021 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| SaRNet: A Dataset for Deep Learning Assisted Search and Rescue with Satellite Imagery | Jul 26, 2021 | Deep LearningHumanitarian | CodeCode Available | 1 |
| ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation | Jul 25, 2021 | Active LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Heteroscedastic Temporal Variational Autoencoder For Irregular Time Series | Jul 23, 2021 | Deep LearningIrregular Time Series | CodeCode Available | 1 |
| Evidential Deep Learning for Open Set Action Recognition | Jul 21, 2021 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| Audio-based drone detection and identification using deep learning techniques with dataset enhancement through generative adversarial networks | Jul 21, 2021 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Significant Wave Height Prediction based on Wavelet Graph Neural Network | Jul 20, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| S2Looking: A Satellite Side-Looking Dataset for Building Change Detection | Jul 20, 2021 | Change DetectionDeep Learning | CodeCode Available | 1 |
