| Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning | Nov 1, 2021 | Deep Learning | CodeCode Available | 1 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | 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 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | 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 |
| RelaySum for Decentralized Deep Learning on Heterogeneous Data | Oct 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Salient ImageNet: How to discover spurious features in Deep Learning? | Oct 8, 2021 | AttributeDeep Learning | CodeCode Available | 1 |
| Deep Neural Networks and Tabular Data: A Survey | Oct 5, 2021 | Deep LearningSurvey | CodeCode Available | 1 |
| Transfer Learning U-Net Deep Learning for Lung Ultrasound Segmentation | Oct 5, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Geometric Algebra Attention Networks for Small Point Clouds | Oct 5, 2021 | Classify 3D Point CloudsDeep Learning | CodeCode Available | 1 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | 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 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | 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 |
