| RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU | Oct 5, 2021 | CPU | —Unverified | 0 |
| UHP-SOT: An Unsupervised High-Performance Single Object Tracker | Oct 5, 2021 | CPUObject | —Unverified | 0 |
| Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations | Oct 3, 2021 | CPUGPU | —Unverified | 0 |
| Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction | Sep 30, 2021 | CPUHomography Estimation | CodeCode Available | 0 |
| TransSlowDown: Efficiency Attacks on Neural Machine Translation Systems | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| Multi-objective optimization for Hardware-aware Neural Architecture Search | Sep 29, 2021 | CPUHardware Aware Neural Architecture Search | —Unverified | 0 |
| Delving into Channels: Exploring Hyperparameter Space of Channel Bit Widths with Linear Complexity | Sep 29, 2021 | CPUQuantization | —Unverified | 0 |
| EXPLAINABLE AI-BASED DYNAMIC FILTER PRUNING OF CONVOLUTIONAL NEURAL NETWORKS | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| 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 |
| TranslateLocally: Blazing-fast translation running on the local CPU | Sep 21, 2021 | CPUMachine Translation | —Unverified | 0 |
| An Ultra-Fast Method for Simulation of Realistic Ultrasound Images | Sep 21, 2021 | CPUData Augmentation | —Unverified | 0 |
| GhostShiftAddNet: More Features from Energy-Efficient Operations | Sep 20, 2021 | CPUGPU | CodeCode Available | 0 |
| Learning Sparse Graph with Minimax Concave Penalty under Gaussian Markov Random Fields | Sep 17, 2021 | CPUGraph Learning | —Unverified | 0 |
| SINH-acceleration for B-spline projection with Option Pricing Applications | Sep 17, 2021 | CPU | —Unverified | 0 |
| 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 |
| 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 |
| Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring | Sep 9, 2021 | CPUDecoder | —Unverified | 0 |
| Bag of Tricks for Optimizing Transformer Efficiency | Sep 9, 2021 | CPUDecoder | CodeCode Available | 0 |
| Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks | Sep 8, 2021 | CPUGPU | —Unverified | 0 |
| Energy-Efficient Mobile Robot Control via Run-time Monitoring of Environmental Complexity and Computing Workload | Sep 8, 2021 | CPU | —Unverified | 0 |