| Fast and Accurate Poisson Denoising with Optimized Nonlinear Diffusion | Oct 10, 2015 | Computational EfficiencyDenoising | —Unverified | 0 |
| GPU-Based Computation of 2D Least Median of Squares with Applications to Fast and Robust Line Detection | Oct 5, 2015 | CPUGPU | CodeCode Available | 0 |
| Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding | Oct 1, 2015 | CPUGPU | CodeCode Available | 0 |
| Fast Algorithms for Convolutional Neural Networks | Sep 30, 2015 | GPUPedestrian Detection | CodeCode Available | 2 |
| Tuned and GPU-accelerated parallel data mining from comparable corpora | Sep 29, 2015 | GPUTranslation | —Unverified | 0 |
| A Parallel Framework for Parametric Maximum Flow Problems in Image Segmentation | Sep 20, 2015 | GPUImage Segmentation | —Unverified | 0 |
| gSLICr: SLIC superpixels at over 250Hz | Sep 14, 2015 | ClusteringGPU | CodeCode Available | 0 |
| Semantic Image Segmentation via Deep Parsing Network | Sep 9, 2015 | GPUImage Segmentation | CodeCode Available | 0 |
| Partitioning Large Scale Deep Belief Networks Using Dropout | Aug 28, 2015 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Deep Convolutional Neural Networks for Smile Recognition | Aug 26, 2015 | CPUFacial Expression Recognition | —Unverified | 0 |
| Places205-VGGNet Models for Scene Recognition | Aug 7, 2015 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Compact Convolutional Neural Network Cascade for Face Detection | Aug 6, 2015 | 4kComputational Efficiency | CodeCode Available | 0 |
| Semantic Pose using Deep Networks Trained on Synthetic RGB-D | Aug 4, 2015 | GPUScene Understanding | —Unverified | 0 |
| Bottom-Up and Top-Down Reasoning with Hierarchical Rectified Gaussians | Jul 21, 2015 | GPUPose Estimation | CodeCode Available | 1 |
| Towards Good Practices for Very Deep Two-Stream ConvNets | Jul 8, 2015 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| Learning Better Encoding for Approximate Nearest Neighbor Search with Dictionary Annealing | Jul 6, 2015 | Dictionary LearningGPU | —Unverified | 0 |
| Neural Simpletrons - Minimalistic Directed Generative Networks for Learning with Few Labels | Jun 28, 2015 | GPU | —Unverified | 0 |
| Layered Interpretation of Street View Images | Jun 15, 2015 | Autonomous DrivingGPU | —Unverified | 0 |
| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | Jun 4, 2015 | 2D Object DetectionGPU | CodeCode Available | 1 |
| A Convolutional Neural Network Cascade for Face Detection | Jun 1, 2015 | CPUFace Detection | —Unverified | 0 |
| Scene Labeling With LSTM Recurrent Neural Networks | Jun 1, 2015 | ClassificationCPU | —Unverified | 0 |
| Deep Correlation for Matching Images and Text | Jun 1, 2015 | GPU | —Unverified | 0 |
| Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation | Jun 1, 2015 | GPUobject-detection | —Unverified | 0 |
| Recognition of convolutional neural network based on CUDA Technology | May 30, 2015 | CPUGPU | —Unverified | 0 |
| Research on the fast Fourier transform of image based on GPU | May 29, 2015 | CPUGPU | —Unverified | 0 |
