| Synerise at RecSys 2021: Twitter user engagement prediction with a fast neural model | Sep 23, 2021 | CPUFeature Engineering | CodeCode Available | 1 |
| DeepRare: Generic Unsupervised Visual Attention Models | Sep 23, 2021 | CPU | CodeCode Available | 0 |
| K-AID: Enhancing Pre-trained Language Models with Domain Knowledge for Question Answering | Sep 22, 2021 | CPUKnowledge Distillation | —Unverified | 0 |
| An Ultra-Fast Method for Simulation of Realistic Ultrasound Images | Sep 21, 2021 | CPUData Augmentation | —Unverified | 0 |
| TranslateLocally: Blazing-fast translation running on the local CPU | Sep 21, 2021 | CPUMachine Translation | —Unverified | 0 |
| GhostShiftAddNet: More Features from Energy-Efficient Operations | Sep 20, 2021 | CPUGPU | CodeCode Available | 0 |
| PP-LCNet: A Lightweight CPU Convolutional Neural Network | Sep 17, 2021 | CPUImage Classification | CodeCode Available | 1 |
| SINH-acceleration for B-spline projection with Option Pricing Applications | Sep 17, 2021 | CPU | —Unverified | 0 |
| Learning Sparse Graph with Minimax Concave Penalty under Gaussian Markov Random Fields | Sep 17, 2021 | CPUGraph Learning | —Unverified | 0 |
| CFEAR Radarodometry - Conservative Filtering for Efficient and Accurate Radar Odometry | Sep 16, 2021 | CPURadar odometry | CodeCode Available | 1 |
| Efficient Scaling of Dynamic Graph Neural Networks | Sep 16, 2021 | CPUGPU | —Unverified | 0 |
| Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization | Sep 15, 2021 | CPUEdge-computing | —Unverified | 0 |
| Reconstructing occluded Elevation Information in Terrain Maps with Self-supervised Learning | Sep 15, 2021 | CPUGPU | CodeCode Available | 1 |
| Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms | Sep 13, 2021 | Bayesian OptimizationCPU | —Unverified | 0 |
| Efficient Multiple Constraint Acquisition | Sep 13, 2021 | CPU | —Unverified | 0 |
| The State of the Art when using GPUs in Devising Image Generation Methods Using Deep Learning | Sep 13, 2021 | 8kCPU | —Unverified | 0 |
| Bag of Tricks for Optimizing Transformer Efficiency | Sep 9, 2021 | CPUDecoder | CodeCode Available | 0 |
| Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring | Sep 9, 2021 | CPUDecoder | —Unverified | 0 |
| Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing Workload | Sep 8, 2021 | CPU | —Unverified | 0 |
| Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks | Sep 8, 2021 | CPUGPU | —Unverified | 0 |
| Impact of GPU uncertainty on the training of predictive deep neural networks | Sep 3, 2021 | CPUGPU | —Unverified | 0 |
| Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm | Sep 2, 2021 | CPUDecision Making | —Unverified | 0 |
| WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU | Aug 31, 2021 | CPUDecision Making | CodeCode Available | 1 |
| Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning | Aug 24, 2021 | CPUGPU | CodeCode Available | 2 |
| Deploying a BERT-based Query-Title Relevance Classifier in a Production System: a View from the Trenches | Aug 23, 2021 | CPUData Augmentation | —Unverified | 0 |
| Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion | Aug 19, 2021 | CPUInformation Retrieval | CodeCode Available | 1 |
| Modeling Performance and Energy trade-offs in Online Data-Intensive Applications | Aug 18, 2021 | CPUenergy management | —Unverified | 0 |
| Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems | Aug 16, 2021 | ClassificationCPU | —Unverified | 0 |
| FOX-NAS: Fast, On-device and Explainable Neural Architecture Search | Aug 14, 2021 | CPUNeural Architecture Search | CodeCode Available | 1 |
| PatrickStar: Parallel Training of Pre-trained Models via Chunk-based Memory Management | Aug 12, 2021 | CPUGPU | CodeCode Available | 1 |
| ProAI: An Efficient Embedded AI Hardware for Automotive Applications -- a Benchmark Study | Aug 11, 2021 | Autonomous DrivingCPU | —Unverified | 0 |
| FL-MISR: Fast Large-Scale Multi-Image Super-Resolution for Computed Tomography Based on Multi-GPU Acceleration | Aug 9, 2021 | Computed Tomography (CT)CPU | —Unverified | 0 |
| The MIT Supercloud Dataset | Aug 4, 2021 | CPUGPU | —Unverified | 0 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 |
| A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement | Aug 1, 2021 | CPUSpeech Enhancement | CodeCode Available | 1 |
| High-Resolution Depth Maps Based on TOF-Stereo Fusion | Jul 30, 2021 | CPURobot Navigation | —Unverified | 0 |
| Parallel Surrogate-assisted Optimization Using Mesh Adaptive Direct Search | Jul 26, 2021 | CPU | —Unverified | 0 |
| Dynamic detection of mobile malware using smartphone data and machine learning | Jul 23, 2021 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| StreamBlocks: A compiler for heterogeneous dataflow computing (technical report) | Jul 20, 2021 | CPU | —Unverified | 0 |
| Dynamic Transformer for Efficient Machine Translation on Embedded Devices | Jul 17, 2021 | CPUGPU | —Unverified | 0 |
| On the Design of Complex EM Devices and Systems through the System-by-Design Paradigm -- A Framework for Dealing with the Computational Complexity | Jul 16, 2021 | CPUglobal-optimization | —Unverified | 0 |
| Scalable Memory Protection in the PENGLAI Enclave | Jul 14, 2021 | CPU | CodeCode Available | 1 |
| A New Parallel Algorithm for Sinkhorn Word-Movers Distance and Its Performance on PIUMA and Xeon CPU | Jul 14, 2021 | CPU | —Unverified | 0 |
| SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance | Jul 13, 2021 | CPU | CodeCode Available | 1 |
| LANA: Latency Aware Network Acceleration | Jul 12, 2021 | CPUGPU | —Unverified | 0 |
| Implementing a LoRa Software-Defined Radio on a General-Purpose ULP Microcontroller | Jul 12, 2021 | CPU | —Unverified | 0 |
| Neural Waveshaping Synthesis | Jul 11, 2021 | Audio GenerationAudio Synthesis | CodeCode Available | 1 |
| Anomaly Detection in Residential Video Surveillance on Edge Devices in IoT Framework | Jul 10, 2021 | Anomaly DetectionCPU | —Unverified | 0 |
| SoundStream: An End-to-End Neural Audio Codec | Jul 7, 2021 | CPUDecoder | CodeCode Available | 3 |
| Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection | Jul 5, 2021 | CPUobject-detection | CodeCode Available | 1 |