| EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality | Nov 22, 2024 | Efficient Neural NetworkImage Classification | CodeCode Available | 2 |
| MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices | Jan 1, 2023 | Efficient Neural NetworkImage Inpainting | CodeCode Available | 2 |
| Deep Differentiable Logic Gate Networks | Oct 15, 2022 | CPUEfficient Neural Network | CodeCode Available | 2 |
| 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 |
| Efficient Neural Network Analysis with Sum-of-Infeasibilities | Mar 19, 2022 | Adversarial AttackEfficient Neural Network | CodeCode Available | 2 |
| Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression | Feb 23, 2025 | Efficient Neural NetworkQuantization | CodeCode Available | 1 |
| HALO: Hadamard-Assisted Lower-Precision Optimization for LLMs | Jan 5, 2025 | Efficient Neural Networkparameter-efficient fine-tuning | CodeCode Available | 1 |
| 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 |
| GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network | Aug 18, 2024 | Distributed OptimizationEfficient Neural Network | CodeCode Available | 1 |
| The Effectiveness of a Simplified Model Structure for Crowd Counting | Apr 11, 2024 | Crowd CountingEfficient Neural Network | CodeCode Available | 1 |
| 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 |
| Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks | Aug 12, 2023 | Efficient Neural NetworkImage Classification | CodeCode Available | 1 |
| Fine-Tune Language Models as Multi-Modal Differential Equation Solvers | Aug 9, 2023 | Efficient Neural NetworkLanguage Modeling | CodeCode Available | 1 |
| Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo | Jul 17, 2023 | Efficient Neural NetworkVariational Monte Carlo | CodeCode Available | 1 |
| 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 |
| 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 |
| FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement | May 18, 2023 | DenoisingEfficient Neural Network | CodeCode Available | 1 |
| CEN-HDR: Computationally Efficient neural Network for real-time High Dynamic Range imaging | Feb 10, 2023 | Efficient Neural NetworkKnowledge Distillation | CodeCode Available | 1 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| 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 |
| Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes | Apr 28, 2022 | Efficient Neural Network | CodeCode Available | 1 |
