| Improved Automated Machine Learning from Transfer Learning | Feb 27, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 0 | 5 |
| CNTK: Microsoft's Open-Source Deep-Learning Toolkit | Aug 1, 2016 | ClusteringDeep Learning | CodeCode Available | 0 | 5 |
| Network Recasting: A Universal Method for Network Architecture Transformation | Sep 14, 2018 | GPU | CodeCode Available | 0 | 5 |
| Neural Architecture Optimization | Aug 22, 2018 | DecoderEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Neural GPUs Learn Algorithms | Nov 25, 2015 | GPU | CodeCode Available | 0 | 5 |
| CNNdroid: GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android | Nov 23, 2015 | BIG-bench Machine LearningGPU | CodeCode Available | 0 | 5 |
| CNN-Cap: Effective Convolutional Neural Network Based Capacitance Models for Full-Chip Parasitic Extraction | Jul 14, 2021 | GPU | CodeCode Available | 0 | 5 |
| NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference | Nov 2, 2024 | Code GenerationCPU | CodeCode Available | 0 | 5 |
| NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis | Nov 1, 2021 | Domain AdaptationGPU | CodeCode Available | 0 | 5 |
| Accelerating Distributed Deep Learning using Lossless Homomorphic Compression | Feb 12, 2024 | Computational EfficiencyCPU | CodeCode Available | 0 | 5 |
| NCRF++: An Open-source Neural Sequence Labeling Toolkit | Jun 14, 2018 | ChunkingGPU | CodeCode Available | 0 | 5 |
| NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications | Apr 9, 2018 | CPUGPU | CodeCode Available | 0 | 5 |
| CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation | Jul 1, 2022 | GPUMorpheme Segmentaiton | CodeCode Available | 0 | 5 |
| CLTune: A Generic Auto-Tuner for OpenCL Kernels | Mar 19, 2017 | GPURolling Shutter Correction | CodeCode Available | 0 | 5 |
| APE: A Data-Centric Benchmark for Efficient LLM Adaptation in Text Summarization | May 26, 2025 | GPUNews Summarization | CodeCode Available | 0 | 5 |
| Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge | May 1, 2024 | GPU | CodeCode Available | 0 | 5 |
| NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks | Jan 31, 2023 | Contrastive LearningEvolutionary Algorithms | CodeCode Available | 0 | 5 |
| Accelerating Deterministic and Stochastic Binarized Neural Networks on FPGAs Using OpenCL | May 15, 2019 | GPU | CodeCode Available | 0 | 5 |
| A parallelized cellular Potts model that enables simulations at tissue scale | Dec 14, 2023 | GPU | CodeCode Available | 0 | 5 |
| Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction Network | Jun 17, 2024 | CPUData Augmentation | CodeCode Available | 0 | 5 |
| MUSTER: Longitudinal Deformable Registration by Composition of Consecutive Deformations | Dec 19, 2024 | GPUImage Registration | CodeCode Available | 0 | 5 |
| Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture | Sep 24, 2019 | GPUImage Segmentation | CodeCode Available | 0 | 5 |
| Multi-scale deep neural networks for real image super-resolution | Apr 24, 2019 | GPUImage Super-Resolution | CodeCode Available | 0 | 5 |
| Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation | Nov 23, 2024 | Computational EfficiencyGPU | CodeCode Available | 0 | 5 |
| Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers | Oct 13, 2021 | Extreme Multi-Label ClassificationGPU | CodeCode Available | 0 | 5 |
