| 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 |
| 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 |
| CNTK: Microsoft's Open-Source Deep-Learning Toolkit | Aug 1, 2016 | ClusteringDeep Learning | CodeCode Available | 0 |
| Application of Convolutional Neural Network for Image Classification on Pascal VOC Challenge 2012 dataset | Jul 13, 2016 | General ClassificationGPU | —Unverified | 0 |
| Fast Predictive Image Registration | Jul 8, 2016 | DecoderGPU | —Unverified | 0 |
| CNNLab: a Novel Parallel Framework for Neural Networks using GPU and FPGA-a Practical Study with Trade-off Analysis | Jun 20, 2016 | Deep LearningGPU | —Unverified | 0 |
| DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients | Jun 20, 2016 | CPUGPU | CodeCode Available | 0 |
| ZNNi - Maximizing the Inference Throughput of 3D Convolutional Networks on Multi-Core CPUs and GPUs | Jun 17, 2016 | CPUGPU | —Unverified | 0 |
| Probe-based Rapid Hybrid Hyperspectral and Tissue Surface Imaging Aided by Fully Convolutional Networks | Jun 15, 2016 | GPU | —Unverified | 0 |
| Online Collaborative Learning for Open-Vocabulary Visual Classifiers | Jun 1, 2016 | GPU | —Unverified | 0 |
| FANNG: Fast Approximate Nearest Neighbour Graphs | Jun 1, 2016 | GPU | —Unverified | 0 |
| Efficient Deep Learning for Stereo Matching | Jun 1, 2016 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| A Comparative Study of Algorithms for Realtime Panoramic Video Blending | Jun 1, 2016 | CPUGPU | —Unverified | 0 |
| Simultaneous Optical Flow and Intensity Estimation From an Event Camera | Jun 1, 2016 | GPUOptical Flow Estimation | —Unverified | 0 |
| Semantic Channels for Fast Pedestrian Detection | Jun 1, 2016 | CPUGPU | —Unverified | 0 |
| HyperDepth: Learning Depth From Structured Light Without Matching | Jun 1, 2016 | GPUQuantization | —Unverified | 0 |
| Accelerated Generative Models for 3D Point Cloud Data | Jun 1, 2016 | GPU | —Unverified | 0 |
| Weighted Residuals for Very Deep Networks | May 28, 2016 | GPU | —Unverified | 0 |
| Improving energy efficiency and classification accuracy of neuromorphic chips by learning binary synaptic crossbars | May 25, 2016 | General ClassificationGPU | —Unverified | 0 |
| Learning a Metric Embedding for Face Recognition using the Multibatch Method | May 24, 2016 | Face RecognitionGPU | —Unverified | 0 |
| Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks | May 20, 2016 | GPU | CodeCode Available | 0 |
| Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups | May 20, 2016 | CPUGPU | —Unverified | 0 |
| The AMU-UEDIN Submission to the WMT16 News Translation Task: Attention-based NMT Models as Feature Functions in Phrase-based SMT | May 16, 2016 | GPUMachine Translation | CodeCode Available | 0 |
| DeepLearningKit - an GPU Optimized Deep Learning Framework for Apple's iOS, OS X and tvOS developed in Metal and Swift | May 15, 2016 | Deep LearningGPU | CodeCode Available | 0 |
| LightNet: A Versatile, Standalone Matlab-based Environment for Deep Learning | May 9, 2016 | CPUDeep Learning | CodeCode Available | 0 |
| The GPU-based Parallel Ant Colony System | May 9, 2016 | CPUGPU | CodeCode Available | 0 |
| Theano: A Python framework for fast computation of mathematical expressions | May 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| TheanoLM - An Extensible Toolkit for Neural Network Language Modeling | May 3, 2016 | CPUEnglish Conversational Speech Recognition | —Unverified | 0 |
| Synthetic Data for Text Localisation in Natural Images | Apr 22, 2016 | GPUobject-detection | CodeCode Available | 0 |
| Opt: A Domain Specific Language for Non-linear Least Squares Optimization in Graphics and Imaging | Apr 22, 2016 | GPU | —Unverified | 0 |
| Training Deep Nets with Sublinear Memory Cost | Apr 21, 2016 | GPU | CodeCode Available | 0 |
| High-performance Semantic Segmentation Using Very Deep Fully Convolutional Networks | Apr 15, 2016 | GPUImage Segmentation | —Unverified | 0 |
| GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring | Apr 12, 2016 | CPUGPU | CodeCode Available | 0 |
| GIFT: A Real-time and Scalable 3D Shape Search Engine | Apr 7, 2016 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| dMath: A Scalable Linear Algebra and Math Library for Heterogeneous GP-GPU Architectures | Apr 5, 2016 | GPUManagement | —Unverified | 0 |
| HyperNet: Towards Accurate Region Proposal Generation and Joint Object Detection | Apr 3, 2016 | GPUObject | —Unverified | 0 |
| GPU Computing in Bayesian Inference of Realized Stochastic Volatility Model | Mar 26, 2016 | Bayesian InferenceCPU | —Unverified | 0 |
| Multi-Scale Convolutional Neural Networks for Time Series Classification | Mar 22, 2016 | ClassificationDynamic Time Warping | CodeCode Available | 0 |
| A Neural Approach to Blind Motion Deblurring | Mar 15, 2016 | DeblurringGPU | CodeCode Available | 0 |
| TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems | Mar 14, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design | Feb 25, 2016 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Creating Simplified 3D Models with High Quality Textures | Feb 22, 2016 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |