| Deep Differentiable Logic Gate Networks | Oct 15, 2022 | CPUEfficient Neural Network | CodeCode Available | 2 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Component-Wise Natural Gradient Descent -- An Efficient Neural Network Optimization | Oct 11, 2022 | Efficient Neural NetworkSecond-order methods | —Unverified | 0 |
| An efficient neural-network and finite-difference hybrid method for elliptic interface problems with applications | Oct 11, 2022 | Efficient Neural Network | —Unverified | 0 |
| Learning To Rank Diversely At Airbnb | Sep 19, 2022 | Efficient Neural NetworkLearning-To-Rank | —Unverified | 0 |
| QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise | Aug 31, 2022 | Efficient Neural NetworkImage Super-Resolution | CodeCode Available | 0 |
| Hardware-aware mobile building block evaluation for computer vision | Aug 26, 2022 | BenchmarkingEfficient Neural Network | —Unverified | 0 |
| Privacy-Preserving Decentralized Inference with Graph Neural Networks in Wireless Networks | Aug 15, 2022 | Efficient Neural NetworkManagement | —Unverified | 0 |
| Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers | Aug 15, 2022 | Efficient Neural Network | —Unverified | 0 |
| Classifying emotions and engagement in online learning based on a single facial expression recognition neural network | Jul 4, 2022 | Efficient Neural NetworkEmotion Recognition | CodeCode Available | 0 |
| DeePKS+ABACUS as a Bridge between Expensive Quantum Mechanical Models and Machine Learning Potentials | Jun 21, 2022 | Efficient Neural Network | CodeCode Available | 0 |
| LordNet: An Efficient Neural Network for Learning to Solve Parametric Partial Differential Equations without Simulated Data | Jun 19, 2022 | Efficient Neural Network | —Unverified | 0 |
| Energy-Efficient Wake-Up Signalling for Machine-Type Devices Based on Traffic-Aware Long-Short Term Memory Prediction | Jun 13, 2022 | Efficient Neural NetworkTraffic Prediction | —Unverified | 0 |
| A New Frontier of AI: On-Device AI Training and Personalization | Jun 9, 2022 | Efficient Neural Networkspeech-recognition | CodeCode Available | 2 |
| MobileOne: An Improved One millisecond Mobile Backbone | Jun 8, 2022 | Efficient Neural NetworkGaze Estimation | CodeCode Available | 2 |
| WaveMix: A Resource-efficient Neural Network for Image Analysis | May 28, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Trainable Weight Averaging: A General Approach for Subspace Training | May 26, 2022 | Dimensionality ReductionEfficient Neural Network | CodeCode Available | 1 |
| Novel Multicolumn Kernel Extreme Learning Machine for Food Detection via Optimal Features from CNN | May 15, 2022 | Efficient Neural Network | —Unverified | 0 |
| SeqNet: An Efficient Neural Network for Automatic Malware Detection | May 8, 2022 | Efficient Neural NetworkFeature Engineering | —Unverified | 0 |
| Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes | Apr 28, 2022 | Efficient Neural Network | CodeCode Available | 1 |
| Computationally efficient neural network classifiers for next generation closed loop neuromodulation therapy -- a case study in epilepsy | Apr 27, 2022 | Efficient Neural Network | —Unverified | 0 |
| MAPLE-Edge: A Runtime Latency Predictor for Edge Devices | Apr 27, 2022 | CPUEfficient Neural Network | —Unverified | 0 |
| Fast fluorescence lifetime imaging analysis via extreme learning machine | Mar 25, 2022 | Edge-computingEfficient Neural Network | —Unverified | 0 |
| Efficient Neural Network Analysis with Sum-of-Infeasibilities | Mar 19, 2022 | Adversarial AttackEfficient Neural Network | CodeCode Available | 2 |
| Neural Architecture Search for Energy Efficient Always-on Audio Models | Feb 9, 2022 | Audio ClassificationClassification | —Unverified | 0 |
