| Efficient Large-scale Approximate Nearest Neighbor Search on the GPU | Feb 20, 2017 | CPUGPU | CodeCode Available | 0 |
| A GPU-Outperforming FPGA Accelerator Architecture for Binary Convolutional Neural Networks | Feb 20, 2017 | GPU | —Unverified | 0 |
| Backpropagation Training for Fisher Vectors within Neural Networks | Feb 8, 2017 | GPU | —Unverified | 0 |
| Recurrent Neural Networks for anomaly detection in the Post-Mortem time series of LHC superconducting magnets | Feb 2, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper | Feb 2, 2017 | Active LearningGPU | —Unverified | 0 |
| Evolving Boxes for Fast Vehicle Detection | Feb 1, 2017 | Fast Vehicle DetectionGPU | —Unverified | 0 |
| Deep Local Video Feature for Action Recognition | Jan 25, 2017 | Action RecognitionGPU | —Unverified | 0 |
| Discriminative Neural Topic Models | Jan 24, 2017 | GPUTopic Models | —Unverified | 0 |
| Deep Learning for Computational Chemistry | Jan 17, 2017 | BIG-bench Machine LearningComputational chemistry | —Unverified | 0 |
| An OpenCL(TM) Deep Learning Accelerator on Arria 10 | Jan 13, 2017 | Deep LearningGPU | —Unverified | 0 |
| Decoding with Finite-State Transducers on GPUs | Jan 11, 2017 | ChunkingGPU | —Unverified | 0 |
| DeepDSL: A Compilation-based Domain-Specific Language for Deep Learning | Jan 9, 2017 | Deep LearningGPU | CodeCode Available | 0 |
| AENet: Learning Deep Audio Features for Video Analysis | Jan 3, 2017 | Action RecognitionData Augmentation | CodeCode Available | 0 |
| Akid: A Library for Neural Network Research and Production from a Dataism Approach | Jan 3, 2017 | Distributed ComputingGPU | —Unverified | 0 |
| CSVideoNet: A Real-time End-to-end Learning Framework for High-frame-rate Video Compressive Sensing | Dec 15, 2016 | Compressive SensingGPU | CodeCode Available | 0 |
| A Binary Convolutional Encoder-decoder Network for Real-time Natural Scene Text Processing | Dec 12, 2016 | DecoderGPU | —Unverified | 0 |
| 3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study | Dec 12, 2016 | 3D Medical Imaging SegmentationBrain Segmentation | CodeCode Available | 0 |
| 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 |
| Fast Video Classification via Adaptive Cascading of Deep Models | Nov 20, 2016 | ClassificationCPU | —Unverified | 0 |
| Deep Tensor Convolution on Multicores | Nov 20, 2016 | CPUGPU | —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 |
| CuMF_SGD: Fast and Scalable Matrix Factorization | Oct 19, 2016 | CPUGPU | CodeCode Available | 0 |
| Streaming Normalization: Towards Simpler and More Biologically-plausible Normalizations for Online and Recurrent Learning | Oct 19, 2016 | GPU | —Unverified | 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 |
| 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 |
| Training a Feedback Loop for Hand Pose Estimation | Sep 30, 2016 | GPUHand Pose Estimation | —Unverified | 0 |
| Comprehensive Evaluation of OpenCL-based Convolutional Neural Network Accelerators in Xilinx and Altera FPGAs | Sep 29, 2016 | CPUGPU | —Unverified | 0 |
| Fast Single Shot Detection and Pose Estimation | Sep 19, 2016 | GPUObject Tracking | —Unverified | 0 |
| Poisson Noise Reduction with Higher-order Natural Image Prior Model | Sep 19, 2016 | DenoisingGPU | —Unverified | 0 |
| 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 |