| RedSync : Reducing Synchronization Traffic for Distributed Deep Learning | Aug 13, 2018 | Deep LearningGPU | —Unverified | 0 |
| Fast Video Shot Transition Localization with Deep Structured Models | Aug 13, 2018 | Camera shot boundary detectionGPU | CodeCode Available | 1 |
| Matrix Factorization on GPUs with Memory Optimization and Approximate Computing | Aug 11, 2018 | Collaborative FilteringCPU | CodeCode Available | 0 |
| Orders-of-magnitude speedup in atmospheric chemistry modeling through neural network-based emulation | Aug 11, 2018 | GPUMulti-target regression | —Unverified | 0 |
| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 |
| GeneSys: Enabling Continuous Learning through Neural Network Evolution in Hardware | Aug 3, 2018 | CPUGPU | —Unverified | 0 |
| Binarized Convolutional Neural Networks for Efficient Inference on GPUs | Aug 1, 2018 | BinarizationGPU | —Unverified | 0 |
| Energy-based Tuning of Convolutional Neural Networks on Multi-GPUs | Aug 1, 2018 | GPUObject Recognition | —Unverified | 0 |
| Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA | Jul 31, 2018 | Edge-computingGPU | —Unverified | 0 |
| t-SNE-CUDA: GPU-Accelerated t-SNE and its Applications to Modern Data | Jul 31, 2018 | Dimensionality ReductionGPU | CodeCode Available | 0 |
| Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs | Jul 31, 2018 | GPU | CodeCode Available | 0 |
| Testing the Efficient Network TRaining (ENTR) Hypothesis: initially reducing training image size makes Convolutional Neural Network training for image recognition tasks more efficient | Jul 30, 2018 | GPU | —Unverified | 0 |
| Highly Scalable Deep Learning Training System with Mixed-Precision: Training ImageNet in Four Minutes | Jul 30, 2018 | GPUPlaying the Game of 2048 | —Unverified | 0 |
| StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs | Jul 29, 2018 | CPUGPU | CodeCode Available | 0 |
| ReenactGAN: Learning to Reenact Faces via Boundary Transfer | Jul 29, 2018 | DecoderFace Reenactment | CodeCode Available | 0 |
| Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception | Jul 28, 2018 | Event-based visionGPU | CodeCode Available | 0 |
| EBIC: an open source software for high-dimensional and big data biclustering analyses | Jul 26, 2018 | GPU | CodeCode Available | 0 |
| Supporting Very Large Models using Automatic Dataflow Graph Partitioning | Jul 24, 2018 | GPUgraph partitioning | —Unverified | 0 |
| Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images | Jul 23, 2018 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| RGBiD-SLAM for Accurate Real-time Localisation and 3D Mapping | Jul 22, 2018 | CPUGPU | CodeCode Available | 0 |
| Newton-ADMM: A Distributed GPU-Accelerated Optimizer for Multiclass Classification Problems | Jul 18, 2018 | General ClassificationGPU | CodeCode Available | 0 |
| Real-Time Stereo Vision for Road Surface 3-D Reconstruction | Jul 18, 2018 | GPUStereo Matching | —Unverified | 0 |
| Training Recurrent Neural Networks against Noisy Computations during Inference | Jul 17, 2018 | CPUGPU | —Unverified | 0 |
| PointSeg: Real-Time Semantic Segmentation Based on 3D LiDAR Point Cloud | Jul 17, 2018 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 |
| Evolving Differentiable Gene Regulatory Networks | Jul 16, 2018 | Artificial LifeBIG-bench Machine Learning | —Unverified | 0 |