| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study | Dec 12, 2016 | 3D Medical Imaging SegmentationBrain Segmentation | CodeCode Available | 0 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 |
| BrainFrame: A node-level heterogeneous accelerator platform for neuron simulations | Dec 5, 2016 | DiversityGPU | —Unverified | 0 |
| ESE: Efficient Speech Recognition Engine with Sparse LSTM on FPGA | Dec 1, 2016 | CPUGPU | —Unverified | 0 |
| Deep, Dense, and Low-Rank Gaussian Conditional Random Fields | Nov 28, 2016 | GPUSaliency Prediction | —Unverified | 0 |
| PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI | Nov 22, 2016 | GPUMotion Compensation | CodeCode Available | 0 |
| A Metaprogramming and Autotuning Framework for Deploying Deep Learning Applications | Nov 21, 2016 | Deep LearningGPU | —Unverified | 0 |
| Non-Local Color Image Denoising with Convolutional Neural Networks | Nov 21, 2016 | Color Image DenoisingDenoising | —Unverified | 0 |
| Deep Tensor Convolution on Multicores | Nov 20, 2016 | CPUGPU | —Unverified | 0 |
| Fast Video Classification via Adaptive Cascading of Deep Models | Nov 20, 2016 | ClassificationCPU | —Unverified | 0 |
| dMath: Distributed Linear Algebra for DL | Nov 19, 2016 | GPUManagement | —Unverified | 0 |
| Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU | Nov 18, 2016 | CPUGPU | CodeCode Available | 0 |
| End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo | Nov 17, 2016 | Deep LearningGPU | —Unverified | 0 |
| Guidefill: GPU Accelerated, Artist Guided Geometric Inpainting for 3D Conversion | Nov 16, 2016 | GPU | —Unverified | 0 |
| Deep Convolutional Neural Network for Inverse Problems in Imaging | Nov 11, 2016 | GPU | —Unverified | 0 |
| DiffSharp: An AD Library for .NET Languages | Nov 10, 2016 | GPU | —Unverified | 0 |
| A Differentiable Physics Engine for Deep Learning in Robotics | Nov 5, 2016 | CPUDeep Learning | —Unverified | 0 |
| GPU-based Pedestrian Detection for Autonomous Driving | Nov 5, 2016 | Autonomous DrivingCPU | —Unverified | 0 |
| Extensions and Limitations of the Neural GPU | Nov 2, 2016 | GPU | CodeCode Available | 0 |
| LightRNN: Memory and Computation-Efficient Recurrent Neural Networks | Oct 31, 2016 | GPULanguage Modeling | —Unverified | 0 |
| TensorLy: Tensor Learning in Python | Oct 29, 2016 | CPUGPU | CodeCode Available | 0 |
| GPflow: A Gaussian process library using TensorFlow | Oct 27, 2016 | Gaussian ProcessesGPU | CodeCode Available | 2 |
| Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning | Oct 19, 2016 | GPU | —Unverified | 0 |
| CuMF_SGD: Fast and Scalable Matrix Factorization | Oct 19, 2016 | CPUGPU | CodeCode Available | 0 |
| GPU-accelerated real-time stixel computation | Oct 13, 2016 | GPU | CodeCode Available | 0 |
| Embedded real-time stereo estimation via Semi-Global Matching on the GPU | Oct 13, 2016 | Autonomous VehiclesDisparity Estimation | CodeCode Available | 0 |
| Optimizing Memory Efficiency for Deep Convolutional Neural Networks on GPUs | Oct 12, 2016 | Computational EfficiencyGPU | —Unverified | 0 |
| SaberLDA: Sparsity-Aware Learning of Topic Models on GPUs | Oct 8, 2016 | CPUGPU | —Unverified | 0 |
| Training a Feedback Loop for Hand Pose Estimation | Sep 30, 2016 | GPUHand Pose Estimation | —Unverified | 0 |
| Caffeinated FPGAs: FPGA Framework For Convolutional Neural Networks | Sep 30, 2016 | General ClassificationGPU | CodeCode Available | 0 |
| Latent fingerprint minutia extraction using fully convolutional network | Sep 30, 2016 | GPU | —Unverified | 0 |
| Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs | Sep 29, 2016 | CPUGPU | —Unverified | 0 |
| Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations | Sep 22, 2016 | GPU | CodeCode Available | 2 |
| BioEM: GPU-accelerated computing of Bayesian inference of electron microscopy images | Sep 21, 2016 | Bayesian InferenceCPU | CodeCode Available | 1 |
| Poisson Noise Reduction with Higher-order Natural Image Prior Model | Sep 19, 2016 | DenoisingGPU | —Unverified | 0 |
| Fast Single Shot Detection and Pose Estimation | Sep 19, 2016 | GPUObject Tracking | —Unverified | 0 |
| Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network | Sep 16, 2016 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging | Sep 14, 2016 | DiagnosticGPU | —Unverified | 0 |
| The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better | Sep 13, 2016 | GPU | CodeCode Available | 0 |
| UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory | Sep 7, 2016 | Boundary DetectionGPU | CodeCode Available | 0 |
| Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding | Sep 6, 2016 | ClusteringGPU | —Unverified | 0 |
| LVCSR System on a Hybrid GPU-CPU Embedded Platform for Real-Time Dialog Applications | Sep 1, 2016 | CPUGPU | —Unverified | 0 |
| PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection | Aug 29, 2016 | CPUGeneral Classification | CodeCode Available | 0 |
| Benchmarking State-of-the-Art Deep Learning Software Tools | Aug 25, 2016 | BenchmarkingCPU | —Unverified | 0 |
| Hybrid CPU-GPU Framework for Network Motifs | Aug 18, 2016 | CPUGPU | —Unverified | 0 |
| SenTion: A framework for Sensing Facial Expressions | Aug 16, 2016 | CPUFacial Expression Recognition | —Unverified | 0 |
| Machine Learning with Memristors via Thermodynamic RAM | Aug 14, 2016 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | Aug 13, 2016 | Color Image DenoisingDenoising | CodeCode Available | 1 |
| Learning Structured Sparsity in Deep Neural Networks | Aug 12, 2016 | CPUGPU | CodeCode Available | 0 |
| OpenCL-accelerated object classification in video streams using Spatial Pooler of Hierarchical Temporal Memory | Aug 5, 2016 | CPUGeneral Classification | —Unverified | 0 |