| ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization | Nov 22, 2023 | GPULanguage Modelling | CodeCode Available | 1 |
| SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs | Oct 28, 2021 | CPUGPU | CodeCode Available | 1 |
| Fast evaluation of spherical harmonics with sphericart | Feb 16, 2023 | GPU | CodeCode Available | 1 |
| FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation | Mar 8, 2021 | DecoderGPU | CodeCode Available | 1 |
| Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | Jun 4, 2015 | 2D Object DetectionGPU | CodeCode Available | 1 |
| Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph | Dec 11, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 |
| SoTaNa: The Open-Source Software Development Assistant | Aug 25, 2023 | Code SummarizationGPU | CodeCode Available | 1 |
| Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs | Jul 1, 2024 | GPUMixture-of-Experts | CodeCode Available | 1 |
| Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO | Mar 30, 2020 | CPUfeature selection | CodeCode Available | 1 |
| Efficient fine-tuning of 37-level GraphCast with the Canadian global deterministic analysis | Aug 26, 2024 | GPU | CodeCode Available | 1 |
| FastFormers: Highly Efficient Transformer Models for Natural Language Understanding | Oct 26, 2020 | CPUGPU | CodeCode Available | 1 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 |
| Every Pixel Has its Moments: Ultra-High-Resolution Unpaired Image-to-Image Translation via Dense Normalization | Jul 5, 2024 | GPUImage-to-Image Translation | CodeCode Available | 1 |
| Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane Features | Mar 6, 2023 | GPUNeRF | CodeCode Available | 1 |
| Spatio-Spectral Graph Neural Networks | May 29, 2024 | GPUGraph Classification | CodeCode Available | 1 |
| SPDY: Accurate Pruning with Speedup Guarantees | Jan 31, 2022 | GPUModel Compression | CodeCode Available | 1 |
| Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking | Jul 28, 2020 | Cell SegmentationCell Tracking | CodeCode Available | 1 |
| Speculative Decoding Meets Quantization: Compatibility Evaluation and Hierarchical Framework Design | May 28, 2025 | GPUQuantization | CodeCode Available | 1 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 26, 2022 | CPUGPU | CodeCode Available | 1 |
| Lite Transformer with Long-Short Range Attention | Apr 24, 2020 | Abstractive Text SummarizationAutoML | CodeCode Available | 1 |
| Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything | Mar 12, 2024 | GPUPoint Tracking | CodeCode Available | 1 |
| Comparative Analysis of Open Source Frameworks for Machine Learning with Use Case in Single-Threaded and Multi-Threaded Modes | Jun 7, 2017 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Architecture Search of Dynamic Cells for Semantic Video Segmentation | Apr 4, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| Accelerating Framework of Transformer by Hardware Design and Model Compression Co-Optimization | Oct 19, 2021 | CPUGPU | —Unverified | 0 |
| Comparative Analysis of CPU and GPU Profiling for Deep Learning Models | Sep 5, 2023 | CPUGPU | —Unverified | 0 |
