| Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor | Oct 14, 2017 | ClassificationCloud Computing | —Unverified | 0 |
| Synkhronos: a Multi-GPU Theano Extension for Data Parallelism | Oct 11, 2017 | GPU | CodeCode Available | 0 |
| DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels | Oct 10, 2017 | GPU | —Unverified | 0 |
| ERFNet: Efficient Residual Factorized ConvNet for Real-time Semantic Segmentation | Oct 9, 2017 | GPUReal-Time Semantic Segmentation | CodeCode Available | 0 |
| Distributed Kernel K-Means for Large Scale Clustering | Oct 9, 2017 | ClusteringComputational chemistry | —Unverified | 0 |
| Scale-Adaptive Convolutions for Scene Parsing | Oct 1, 2017 | GPUregression | —Unverified | 0 |
| Unrolled Memory Inner-Products: An Abstract GPU Operator for Efficient Vision-Related Computations | Oct 1, 2017 | GPURolling Shutter Correction | —Unverified | 0 |
| Dense and Low-Rank Gaussian CRFs Using Deep Embeddings | Oct 1, 2017 | GPUHuman Part Segmentation | CodeCode Available | 0 |
| Deep TextSpotter: An End-To-End Trainable Scene Text Localization and Recognition Framework | Oct 1, 2017 | GPUText Detection | —Unverified | 0 |
| From Point Clouds to Mesh Using Regression | Oct 1, 2017 | 3D Reconstructionglobal-optimization | —Unverified | 0 |
| Dense RGB-D semantic mapping with Pixel-Voxel neural network | Sep 30, 2017 | 3D ReconstructionGPU | —Unverified | 0 |
| EDEN: Evolutionary Deep Networks for Efficient Machine Learning | Sep 26, 2017 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes | Sep 21, 2017 | Automatic Liver And Tumor SegmentationGPU | CodeCode Available | 0 |
| Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video | Sep 18, 2017 | GPUObject | CodeCode Available | 0 |
| Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks | Sep 15, 2017 | GPU | —Unverified | 0 |
| ImageNet Training in Minutes | Sep 14, 2017 | 16kGPU | CodeCode Available | 0 |
| Meta Networks for Neural Style Transfer | Sep 13, 2017 | GPUStyle Transfer | CodeCode Available | 0 |
| An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation | Sep 13, 2017 | GPUImage Segmentation | CodeCode Available | 0 |
| Empower Sequence Labeling with Task-Aware Neural Language Model | Sep 13, 2017 | GPULanguage Modeling | CodeCode Available | 0 |
| Efficient Online Surface Correction for Real-time Large-Scale 3D Reconstruction | Sep 12, 2017 | 3D ReconstructionCPU | —Unverified | 0 |
| weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming | Sep 11, 2017 | DecoderGeneral Classification | CodeCode Available | 0 |
| Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects | Sep 4, 2017 | GPULearning Word Embeddings | —Unverified | 0 |
| Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes | Aug 29, 2017 | BIG-bench Machine LearningCPU | CodeCode Available | 3 |
| An Optimized Union-Find Algorithm for Connected Components Labeling Using GPUs | Aug 28, 2017 | GPU | —Unverified | 0 |
| A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | Aug 20, 2017 | GPUText Compression | CodeCode Available | 1 |
| Accelerating recurrent neural network training using sequence bucketing and multi-GPU data parallelization | Aug 18, 2017 | GPUHandwriting Recognition | —Unverified | 0 |
| Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems | Aug 17, 2017 | BIG-bench Machine LearningGPU | CodeCode Available | 0 |
| FaceBoxes: A CPU Real-time Face Detector with High Accuracy | Aug 17, 2017 | CPUFace Detection | CodeCode Available | 0 |
| SSH: Single Stage Headless Face Detector | Aug 14, 2017 | General ClassificationGPU | CodeCode Available | 1 |
| An evaluation of large-scale methods for image instance and class discovery | Aug 9, 2017 | ClusteringGPU | —Unverified | 0 |
| Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge | Aug 9, 2017 | GPUVisual Question Answering | CodeCode Available | 0 |
| Learning Policies for Adaptive Tracking with Deep Feature Cascades | Aug 9, 2017 | CPUDecision Making | —Unverified | 0 |
| PowerAI DDL | Aug 7, 2017 | GPU | —Unverified | 0 |
| Parallelizing Over Artificial Neural Network Training Runs with Multigrid | Aug 7, 2017 | Distributed ComputingGPU | CodeCode Available | 0 |
| Face Parsing via Recurrent Propagation | Aug 6, 2017 | Face ParsingGPU | —Unverified | 0 |
| InfiniTAM v3: A Framework for Large-Scale 3D Reconstruction with Loop Closure | Aug 2, 2017 | 3D ReconstructionGPU | CodeCode Available | 0 |
| Real-time Deep Video Deinterlacing | Aug 1, 2017 | GPUSuper-Resolution | CodeCode Available | 0 |
| Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection | Jul 31, 2017 | GPUObject | —Unverified | 0 |
| Multiscale Co-Design Analysis of Energy, Latency, Area, and Accuracy of a ReRAM Analog Neural Training Accelerator | Jul 31, 2017 | GPU | —Unverified | 0 |
| Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation | Jul 26, 2017 | GPUImage Segmentation | CodeCode Available | 0 |
| Deep Architectures for Neural Machine Translation | Jul 24, 2017 | DecoderGPU | CodeCode Available | 1 |
| Memory-Efficient Implementation of DenseNets | Jul 21, 2017 | GPU | CodeCode Available | 0 |
| Improved Bilinear Pooling with CNNs | Jul 21, 2017 | GPUQuestion Answering | —Unverified | 0 |
| Multi-Branch Fully Convolutional Network for Face Detection | Jul 20, 2017 | Face DetectionGPU | —Unverified | 0 |
| Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout | Jul 18, 2017 | ClusteringGPU | —Unverified | 0 |
| Cloud-based or On-device: An Empirical Study of Mobile Deep Inference | Jul 14, 2017 | Deep LearningGPU | —Unverified | 0 |
| Learning a CNN-based End-to-End Controller for a Formula SAE Racecar | Jul 12, 2017 | BenchmarkingGPU | —Unverified | 0 |
| GPU-Accelerated Algorithms for Compressed Signals Recovery with Application to Astronomical Imagery Deblurring | Jul 7, 2017 | Compressive SensingDeblurring | —Unverified | 0 |
| RON: Reverse Connection with Objectness Prior Networks for Object Detection | Jul 6, 2017 | GPUObject | CodeCode Available | 0 |
| Copy-move Forgery Detection based on Convolutional Kernel Network | Jul 5, 2017 | GPU | —Unverified | 0 |