| High performance RNNs with spiking neurons | Sep 25, 2019 | Edge-computingEfficient Neural Network | —Unverified | 0 | 0 |
| Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search | May 15, 2020 | DiversityEfficient Neural Network | —Unverified | 0 | 0 |
| IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means | Dec 12, 2023 | Efficient Neural NetworkQuantization | —Unverified | 0 | 0 |
| Improved weight initialization for deep and narrow feedforward neural network | Nov 7, 2023 | Efficient Neural Network | —Unverified | 0 | 0 |
| Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection | Aug 14, 2024 | Efficient Neural NetworkModel Compression | —Unverified | 0 | 0 |
| Interact2Vec -- An efficient neural network-based model for simultaneously learning users and items embeddings in recommender systems | Jun 27, 2025 | Efficient Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Joint Regularization on Activations and Weights for Efficient Neural Network Pruning | Jun 19, 2019 | Efficient Neural NetworkModel Compression | —Unverified | 0 | 0 |
| Lat-Net: Compressing Lattice Boltzmann Flow Simulations using Deep Neural Networks | May 25, 2017 | Efficient Neural Network | —Unverified | 0 | 0 |
| Learning both Weights and Connections for Efficient Neural Network | Dec 1, 2015 | Efficient Neural Network | —Unverified | 0 | 0 |
| Learning Discrete Weights and Activations Using the Local Reparameterization Trick | Jul 4, 2023 | BinarizationEfficient Neural Network | —Unverified | 0 | 0 |
| Learning To Rank Diversely At Airbnb | Sep 19, 2022 | Efficient Neural NetworkLearning-To-Rank | —Unverified | 0 | 0 |
| LeMo-NADe: Multi-Parameter Neural Architecture Discovery with LLMs | Feb 28, 2024 | Efficient Neural NetworkNeural Architecture Search | —Unverified | 0 | 0 |
| Linearity-based neural network compression | Jun 26, 2025 | Efficient Neural NetworkNeural Network Compression | —Unverified | 0 | 0 |
| LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences | Dec 3, 2021 | Efficient Neural NetworkEmotion Recognition | —Unverified | 0 | 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 | 0 |
| LUTMUL: Exceed Conventional FPGA Roofline Limit by LUT-based Efficient Multiplication for Neural Network Inference | Nov 1, 2024 | Efficient Neural Network | —Unverified | 0 | 0 |
| LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup | Feb 7, 2023 | Efficient Neural Networkspeech-recognition | —Unverified | 0 | 0 |
| MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model | Sep 25, 2024 | Efficient Neural NetworkState Space Models | —Unverified | 0 | 0 |
| MAPLE-Edge: A Runtime Latency Predictor for Edge Devices | Apr 27, 2022 | CPUEfficient Neural Network | —Unverified | 0 | 0 |
| Mapping Road Lanes Using Laser Remission and Deep Neural Networks | Apr 27, 2018 | Efficient Neural Network | —Unverified | 0 | 0 |
| MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images | Jun 15, 2024 | Efficient Neural NetworkRain Removal | —Unverified | 0 | 0 |
| Measurement error models: from nonparametric methods to deep neural networks | Jul 15, 2020 | Efficient Neural Networkregression | —Unverified | 0 | 0 |
| Memformer: A Memory-Augmented Transformer for Sequence Modeling | Jan 16, 2022 | Efficient Neural Network | —Unverified | 0 | 0 |
| Memformer: A Memory-Augmented Transformer for Sequence Modeling | Oct 14, 2020 | Efficient Neural NetworkLanguage Modelling | —Unverified | 0 | 0 |