| Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo | Jul 17, 2023 | Efficient Neural NetworkVariational Monte Carlo | CodeCode Available | 1 | 5 |
| A Convergent ADMM Framework for Efficient Neural Network Training | Dec 22, 2021 | Efficient Neural Network | CodeCode Available | 1 | 5 |
| Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks | Aug 12, 2023 | Efficient Neural NetworkImage Classification | CodeCode Available | 1 | 5 |
| GenNet framework: interpretable deep learning for predicting phenotypes from genetic data | Sep 17, 2021 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imaging | Feb 10, 2023 | Efficient Neural NetworkKnowledge Distillation | CodeCode Available | 1 | 5 |
| Practical Deep Raw Image Denoising on Mobile Devices | Oct 14, 2020 | DenoisingEfficient Neural Network | CodeCode Available | 1 | 5 |
| Logic Shrinkage: Learned FPGA Netlist Sparsity for Efficient Neural Network Inference | Dec 4, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 | 5 |
| An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset | Sep 18, 2023 | Efficient Neural NetworkRetinal Vessel Segmentation | CodeCode Available | 1 | 5 |
| LowDINO -- A Low Parameter Self Supervised Learning Model | May 28, 2023 | Efficient Neural Networkimage-classification | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes | Apr 28, 2022 | Efficient Neural Network | CodeCode Available | 1 | 5 |
| Image Generation for Efficient Neural Network Training in Autonomous Drone Racing | Aug 6, 2020 | Dataset GenerationEfficient Neural Network | CodeCode Available | 1 | 5 |
| Network Trimming: A Data-Driven Neuron Pruning Approach towards Efficient Deep Architectures | Jul 12, 2016 | Efficient Neural Network | CodeCode Available | 1 | 5 |
| LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference | Oct 24, 2019 | BinarizationEfficient Neural Network | CodeCode Available | 1 | 5 |
| Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data | Jul 31, 2021 | Efficient Neural NetworkGPU | CodeCode Available | 1 | 5 |
| Fine-Tune Language Models as Multi-Modal Differential Equation Solvers | Aug 9, 2023 | Efficient Neural NetworkLanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Neural Network Deployment for Microcontroller | Jul 2, 2020 | BinarizationEdge-computing | CodeCode Available | 1 | 5 |
| UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing Images | Sep 5, 2024 | Boundary DetectionDecoder | CodeCode Available | 1 | 5 |
| Efficient Neural Network Robustness Certification with General Activation Functions | Nov 2, 2018 | Computational EfficiencyEfficient Neural Network | CodeCode Available | 1 | 5 |
| RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation | Aug 16, 2020 | Efficient Neural NetworkImage Segmentation | CodeCode Available | 1 | 5 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression | Feb 23, 2025 | Efficient Neural NetworkQuantization | CodeCode Available | 1 | 5 |
| Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture Search | Aug 27, 2023 | Efficient Neural NetworkFairness | CodeCode Available | 0 | 5 |
| Efficient Neural Network Compression | Nov 30, 2018 | CPUEfficient Neural Network | CodeCode Available | 0 | 5 |
| Orthogonal Transforms in Neural Networks Amount to Effective Regularization | May 10, 2023 | Efficient Neural NetworkRelation | CodeCode Available | 0 | 5 |
