| An Optimized Union-Find Algorithm for Connected Components Labeling Using GPUs | Aug 28, 2017 | GPU | —Unverified | 0 |
| 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 |
| Learning Policies for Adaptive Tracking with Deep Feature Cascades | Aug 9, 2017 | CPUDecision Making | —Unverified | 0 |
| Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge | Aug 9, 2017 | GPUVisual Question Answering | CodeCode Available | 0 |
| An evaluation of large-scale methods for image instance and class discovery | Aug 9, 2017 | ClusteringGPU | —Unverified | 0 |
| Parallelizing Over Artificial Neural Network Training Runs with Multigrid | Aug 7, 2017 | Distributed ComputingGPU | CodeCode Available | 0 |
| PowerAI DDL | Aug 7, 2017 | GPU | —Unverified | 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 |
| 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 |
| Computer methods for 3D motion tracking in real-time | Jul 5, 2017 | GPUPose Estimation | —Unverified | 0 |
| Copy-move Forgery Detection based on Convolutional Kernel Network | Jul 5, 2017 | GPU | —Unverified | 0 |
| ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games | Jul 4, 2017 | Atari GamesGPU | CodeCode Available | 0 |
| Parle: parallelizing stochastic gradient descent | Jul 3, 2017 | GPU | —Unverified | 0 |
| A Fast Method For Computing Principal Curvatures From Range Images | Jul 3, 2017 | GPUObject Recognition | CodeCode Available | 0 |
| 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images | Jul 1, 2017 | 3D Hand Pose EstimationData Augmentation | —Unverified | 0 |
| Ubernet: Training a Universal Convolutional Neural Network for Low-, Mid-, and High-Level Vision Using Diverse Datasets and Limited Memory | Jul 1, 2017 | Boundary DetectionGPU | —Unverified | 0 |
| Speeding Up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary | Jul 1, 2017 | GPUMachine Translation | —Unverified | 0 |
| NID-SLAM: Robust Monocular SLAM Using Normalised Information Distance | Jul 1, 2017 | GPU | —Unverified | 0 |
| FFTLasso: Large-Scale LASSO in the Fourier Domain | Jul 1, 2017 | DenoisingDimensionality Reduction | —Unverified | 0 |
| Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning | Jul 1, 2017 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| GPU-acceleration for Large-scale Tree Boosting | Jun 26, 2017 | CPUGPU | CodeCode Available | 0 |
| Fast Estimation of Haemoglobin Concentration in Tissue Via Wavelet Decomposition | Jun 22, 2017 | GPU | —Unverified | 0 |
| GPGPU Acceleration of the KAZE Image Feature Extraction Algorithm | Jun 21, 2017 | CPUGPU | —Unverified | 0 |
| Analog CMOS-based Resistive Processing Unit for Deep Neural Network Training | Jun 20, 2017 | CPUGPU | —Unverified | 0 |
| Recovering Dense Tissue Multispectral Signal from in vivo RGB Images | Jun 20, 2017 | Decision MakingGPU | —Unverified | 0 |
| Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras | Jun 19, 2017 | Data AugmentationGPU | CodeCode Available | 0 |
| Enhanced discrete particle swarm optimization path planning for UAV vision-based surface inspection | Jun 14, 2017 | GPU | —Unverified | 0 |
| Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters | Jun 11, 2017 | GPUimage-classification | —Unverified | 0 |
| Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes | Jun 7, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU | Jun 3, 2017 | Activity RecognitionGPU | CodeCode Available | 0 |
| Learning Generative Models with Sinkhorn Divergences | Jun 1, 2017 | GPU | CodeCode Available | 0 |
| Efficient ConvNet for Real-time Semantic Segmentation | Jun 1, 2017 | GPUReal-Time Semantic Segmentation | CodeCode Available | 0 |
| Transfer Learning for Speech Recognition on a Budget | Jun 1, 2017 | GPUspeech-recognition | CodeCode Available | 0 |
| A Diversified Multi-Start Algorithm for Unconstrained Binary Quadratic Problems Leveraging the Graphics Processor Unit | May 31, 2017 | GPU | —Unverified | 0 |
| RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data | May 30, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet | May 27, 2017 | CPUGPU | CodeCode Available | 0 |