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| Large-Scale Deep Learning Optimizations: A Comprehensive Survey | Nov 1, 2021 | Deep LearningSurvey | —Unverified | 0 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 |
| Robust Deep Learning from Crowds with Belief Propagation | Nov 1, 2021 | Deep LearningVariational Inference | CodeCode Available | 1 |
| Robustness of deep learning algorithms in astronomy -- galaxy morphology studies | Nov 1, 2021 | AstronomyDeep Learning | —Unverified | 0 |
| Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances | Oct 31, 2021 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| Multi-target tracking for video surveillance using deep affinity network: a brief review | Oct 29, 2021 | Deep Learning | —Unverified | 0 |
| Holistic Deep Learning | Oct 29, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| Enhancing RF Sensing with Deep Learning: A Layered Approach | Oct 28, 2021 | Deep Learning | —Unverified | 0 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training | Oct 28, 2021 | Deep LearningGPU | CodeCode Available | 4 |
| End-to-End Speech Emotion Recognition: Challenges of Real-Life Emergency Call Centers Data Recordings | Oct 28, 2021 | Deep LearningEmotion Recognition | —Unverified | 0 |
| OneFlow: Redesign the Distributed Deep Learning Framework from Scratch | Oct 28, 2021 | Deep Learning | CodeCode Available | 3 |
| Facial Emotion Recognition: A multi-task approach using deep learning | Oct 28, 2021 | Deep LearningEmotion Recognition | CodeCode Available | 0 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Combining Vagueness Detection with Deep Learning to Identify Fake News | Oct 27, 2021 | Deep Learning | —Unverified | 0 |
| Deep learning via message passing algorithms based on belief propagation | Oct 27, 2021 | Continual LearningDeep Learning | —Unverified | 0 |
| Deep Learning For Prominence Detection In Children's Read Speech | Oct 27, 2021 | Deep Learning | —Unverified | 0 |
| Ask "Who", Not "What": Bitcoin Volatility Forecasting with Twitter Data | Oct 27, 2021 | Deep Learning | CodeCode Available | 0 |
| Does the Data Induce Capacity Control in Deep Learning? | Oct 27, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
