| Impact of Inference Accelerators on hardware selection | Oct 7, 2019 | CPUGPU | —Unverified | 0 |
| Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping | Oct 6, 2019 | 3D ReconstructionComputational Efficiency | CodeCode Available | 1 |
| Accelerating Data Loading in Deep Neural Network Training | Oct 2, 2019 | CPU | —Unverified | 0 |
| Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence | Oct 1, 2019 | CPUGPU | —Unverified | 0 |
| SURREAL-System: Fully-Integrated Stack for Distributed Deep Reinforcement Learning | Sep 27, 2019 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Prune or quantize? Strategy for Pareto-optimally low-cost and accurate CNN | Sep 25, 2019 | CPUGPU | —Unverified | 0 |
| Fast Linear Interpolation for Piecewise-Linear Functions, GAMs, and Deep Lattice Networks | Sep 25, 2019 | CPU | —Unverified | 0 |
| JAX MD: End-to-End Differentiable, Hardware Accelerated, Molecular Dynamics in Pure Python | Sep 25, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Dual-module Inference for Efficient Recurrent Neural Networks | Sep 25, 2019 | CPU | —Unverified | 0 |
| DyNet: Dynamic Convolution for Accelerating Convolution Neural Networks | Sep 25, 2019 | CPU | —Unverified | 0 |
| Project and Forget: Solving Large Scale Metric Constrained Problems | Sep 25, 2019 | CPUMetric Learning | —Unverified | 0 |
| A System-Level Solution for Low-Power Object Detection | Sep 24, 2019 | CPUObject | —Unverified | 0 |
| Augmented Memory for Correlation Filters in Real-Time UAV Tracking | Sep 24, 2019 | Computational EfficiencyCPU | CodeCode Available | 0 |
| Efficient Multi-Agent Trajectory Planning with Feasibility Guarantee using Relative Bernstein Polynomial | Sep 23, 2019 | Collision AvoidanceCPU | CodeCode Available | 0 |
| Machine Learning Pipelines with Modern Big Data Tools for High Energy Physics | Sep 23, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model | Sep 18, 2019 | CPUGPU | CodeCode Available | 1 |
| K-TanH: Efficient TanH For Deep Learning | Sep 17, 2019 | CPUDeep Learning | —Unverified | 0 |
| Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training | Sep 15, 2019 | BenchmarkingCPU | —Unverified | 0 |
| Image Segmentation using Multi-Threshold technique by Histogram Sampling | Sep 11, 2019 | CPUImage Segmentation | —Unverified | 0 |
| Real-time Scalable Dense Surfel Mapping | Sep 10, 2019 | 3D Point Cloud ReconstructionCPU | CodeCode Available | 0 |
| Accelerating Training using Tensor Decomposition | Sep 10, 2019 | CPUGPU | CodeCode Available | 0 |
| A Resource-Efficient Embedded Iris Recognition System Using Fully Convolutional Networks | Sep 8, 2019 | CPUGPU | CodeCode Available | 0 |
| A Novel Design of Adaptive and Hierarchical Convolutional Neural Networks using Partial Reconfiguration on FPGA | Sep 5, 2019 | CPUDecision Making | —Unverified | 0 |
| DurIAN: Duration Informed Attention Network For Multimodal Synthesis | Sep 4, 2019 | CPUSpeech Synthesis | CodeCode Available | 0 |
| Multi-sensor cloud and cloud shadow segmentation with a convolutional neural network | Sep 1, 2019 | CPUGPU | CodeCode Available | 0 |
| Small and Practical BERT Models for Sequence Labeling | Aug 31, 2019 | CPUPart-Of-Speech Tagging | —Unverified | 0 |
| Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment | Aug 30, 2019 | CPUPosition | —Unverified | 0 |
| High Performance Scalable FPGA Accelerator for Deep Neural Networks | Aug 29, 2019 | CPUGPU | —Unverified | 0 |
| TapirXLA: Embedding Fork-Join Parallelism into the XLA Compiler in TensorFlow Using Tapir | Aug 29, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Exploring the Performance of Deep Residual Networks in Crazyhouse Chess | Aug 25, 2019 | CPU | —Unverified | 0 |
| Neural Network Inference on Mobile SoCs | Aug 24, 2019 | CPUGPU | —Unverified | 0 |
| Demystifying the MLPerf Benchmark Suite | Aug 24, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| CUDA optimized Neural Network predicts blood glucose control from quantified joint mobility and anthropometrics | Aug 19, 2019 | CPUGPU | —Unverified | 0 |
| PrivFT: Private and Fast Text Classification with Homomorphic Encryption | Aug 19, 2019 | ClassificationCPU | —Unverified | 0 |
| Learning to play the Chess Variant Crazyhouse above World Champion Level with Deep Neural Networks and Human Data | Aug 19, 2019 | Board GamesCPU | CodeCode Available | 1 |
| Justlookup: One Millisecond Deep Feature Extraction for Point Clouds By Lookup Tables | Aug 14, 2019 | CPU | —Unverified | 0 |
| Hardware-conscious Hash-Joins on GPUs | Aug 11, 2019 | CPUGPU | —Unverified | 0 |
| MoGA: Searching Beyond MobileNetV3 | Aug 4, 2019 | AutoMLCPU | CodeCode Available | 0 |
| Efficient Circle-Based Camera Pose Tracking Free of PnP | Jul 24, 2019 | CPUPose Tracking | —Unverified | 0 |
| Benchmarking TPU, GPU, and CPU Platforms for Deep Learning | Jul 24, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| A Hardware-Efficient ADMM-Based SVM Training Algorithm for Edge Computing | Jul 23, 2019 | CPUEdge-computing | —Unverified | 0 |
| A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices | Jul 23, 2019 | Anomaly DetectionCPU | —Unverified | 0 |
| Make Skeleton-based Action Recognition Model Smaller, Faster and Better | Jul 23, 2019 | Action RecognitionCPU | CodeCode Available | 1 |
| Real-Time Correlation Tracking via Joint Model Compression and Transfer | Jul 23, 2019 | Computational EfficiencyCPU | CodeCode Available | 0 |
| deepCR: Cosmic Ray Rejection with Deep Learning | Jul 22, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Accelerating Reinforcement Learning through GPU Atari Emulation | Jul 19, 2019 | Atari GamesCPU | CodeCode Available | 0 |
| Real-Time Highly Accurate Dense Depth on a Power Budget using an FPGA-CPU Hybrid SoC | Jul 17, 2019 | CPU | —Unverified | 0 |
| STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings | Jul 16, 2019 | CPUDocument Embedding | CodeCode Available | 0 |
| And the Bit Goes Down: Revisiting the Quantization of Neural Networks | Jul 12, 2019 | CPUQuantization | CodeCode Available | 1 |
| Fast geodesic shooting for landmark matching using CUDA | Jul 10, 2019 | CPU | —Unverified | 0 |