| Distilled Pruning: Using Synthetic Data to Win the Lottery | Jul 7, 2023 | Efficient Neural NetworkModel Compression | CodeCode Available | 0 |
| Learning Discrete Weights and Activations Using the Local Reparameterization Trick | Jul 4, 2023 | BinarizationEfficient Neural Network | —Unverified | 0 |
| WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution | Jul 1, 2023 | Efficient Neural NetworkImage Super-Resolution | CodeCode Available | 1 |
| ElectroCardioGuard: Preventing Patient Misidentification in Electrocardiogram Databases through Neural Networks | Jun 9, 2023 | ECG Patient IdentificationECG Patient Identification (gallery-probe) | CodeCode Available | 1 |
| Mixed-TD: Efficient Neural Network Accelerator with Layer-Specific Tensor Decomposition | Jun 8, 2023 | Efficient Neural NetworkQuantization | CodeCode Available | 0 |
| A Three-regime Model of Network Pruning | May 28, 2023 | Efficient Neural NetworkHyperparameter Optimization | CodeCode Available | 1 |
| LowDINO -- A Low Parameter Self Supervised Learning Model | May 28, 2023 | Efficient Neural Networkimage-classification | CodeCode Available | 1 |
| PANNA 2.0: Efficient neural network interatomic potentials and new architectures | May 19, 2023 | Efficient Neural NetworkGPU | CodeCode Available | 0 |
| FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement | May 18, 2023 | DenoisingEfficient Neural Network | CodeCode Available | 1 |
| Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing | May 12, 2023 | compressed sensingEfficient Neural Network | —Unverified | 0 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 |
| PGPointNovo: an efficient neural network-based tool for parallel de novo peptide sequencing | Apr 25, 2023 | de novo peptide sequencingEfficient Neural Network | CodeCode Available | 0 |
| Quantum machine learning for image classification | Apr 18, 2023 | ClassificationEfficient Neural Network | —Unverified | 0 |
| PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration | Mar 24, 2023 | Efficient Neural Network | —Unverified | 0 |
| Provable Data Subset Selection For Efficient Neural Network Training | Mar 9, 2023 | Efficient Neural Network | CodeCode Available | 0 |
| Double A3C: Deep Reinforcement Learning on OpenAI Gym Games | Mar 4, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| EvoPrompting: Language Models for Code-Level Neural Architecture Search | Feb 28, 2023 | Code GenerationEfficient Neural Network | —Unverified | 0 |
| Parametrizing Product Shape Manifolds by Composite Networks | Feb 28, 2023 | Efficient Neural Network | CodeCode Available | 0 |
| CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imaging | Feb 10, 2023 | Efficient Neural NetworkKnowledge Distillation | CodeCode Available | 1 |
| LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup | Feb 7, 2023 | Efficient Neural Networkspeech-recognition | —Unverified | 0 |
| Efficient and Effective Methods for Mixed Precision Neural Network Quantization for Faster, Energy-efficient Inference | Jan 30, 2023 | Efficient Neural NetworkQuantization | —Unverified | 0 |
| MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices | Jan 1, 2023 | Efficient Neural NetworkImage Inpainting | CodeCode Available | 2 |
| Tiny Updater: Towards Efficient Neural Network-Driven Software Updating | Jan 1, 2023 | Efficient Neural Networkimage-classification | CodeCode Available | 0 |
| Physics-based Indirect Illumination for Inverse Rendering | Dec 9, 2022 | Efficient Neural NetworkInverse Rendering | —Unverified | 0 |
| Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism | Nov 21, 2022 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 |
