| Performance-Oriented Neural Architecture Search | Jan 9, 2020 | Edge-computingGPU | —Unverified | 0 |
| What can robotics research learn from computer vision research? | Jan 8, 2020 | GPUReinforcement Learning | —Unverified | 0 |
| AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs | Jan 6, 2020 | GPU | CodeCode Available | 1 |
| Deep Snake for Real-Time Instance Segmentation | Jan 6, 2020 | GPUInstance Segmentation | CodeCode Available | 2 |
| EcoNAS: Finding Proxies for Economical Neural Architecture Search | Jan 5, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Signatory: differentiable computations of the signature and logsignature transforms, on both CPU and GPU | Jan 3, 2020 | CPUGPU | CodeCode Available | 1 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| Towards Accurate Post-training Network Quantization via Bit-Split and Stitching | Jan 1, 2020 | CPUGPU | CodeCode Available | 1 |
| Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs | Jan 1, 2020 | GPU | —Unverified | 0 |
| Towards understanding the true loss surface of deep neural networks using random matrix theory and iterative spectral methods | Jan 1, 2020 | GPU | —Unverified | 0 |
| PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection | Dec 30, 2019 | GPUHuman-Object Interaction Detection | CodeCode Available | 0 |
| Early Detection of Diabetic Retinopathy and Severity Scale Measurement: A Progressive Review & Scopes | Dec 30, 2019 | GPUSurvey | —Unverified | 0 |
| Towards Unified INT8 Training for Convolutional Neural Network | Dec 29, 2019 | GPUobject-detection | —Unverified | 0 |
| Pipelined Training with Stale Weights of Deep Convolutional Neural Networks | Dec 29, 2019 | GPU | —Unverified | 0 |
| nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks | Dec 27, 2019 | CPUGPU | CodeCode Available | 0 |
| Efficient Video Semantic Segmentation with Labels Propagation and Refinement | Dec 26, 2019 | CPUGPU | —Unverified | 0 |
| Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild | Dec 23, 2019 | GPUNeural Architecture Search | CodeCode Available | 0 |
| EdgeDRNN: Enabling Low-latency Recurrent Neural Network Edge Inference | Dec 22, 2019 | Edge-computingGPU | —Unverified | 0 |
| Atmospheric turbulence removal using convolutional neural network | Dec 22, 2019 | GPU | —Unverified | 0 |
| end-to-end training of a large vocabulary end-to-end speech recognition system | Dec 22, 2019 | Data AugmentationGPU | —Unverified | 0 |
| UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing | Dec 21, 2019 | Generative Adversarial NetworkGPU | CodeCode Available | 0 |
| MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning | Dec 18, 2019 | GPUPlaying the Game of 2048 | CodeCode Available | 0 |
| Lower Dimensional Kernels for Video Discriminators | Dec 18, 2019 | GPUVideo Generation | CodeCode Available | 0 |
| Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss | Dec 18, 2019 | GPUobject-detection | CodeCode Available | 0 |
| Deep SCNN-based Real-time Object Detection for Self-driving Vehicles Using LiDAR Temporal Data | Dec 17, 2019 | 3D Object DetectionGPU | —Unverified | 0 |
