| Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks | Dec 2, 2022 | GPU | CodeCode Available | 1 | 5 |
| Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control | Feb 27, 2024 | GPUImage Retrieval | CodeCode Available | 1 | 5 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | CodeCode Available | 1 | 5 |
| FastFormers: Highly Efficient Transformer Models for Natural Language Understanding | Oct 26, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 26, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 | 5 |
| LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report | Apr 29, 2024 | GPUparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 | 5 |
| Fast Graph Representation Learning with PyTorch Geometric | Mar 6, 2019 | GPUGraph Classification | CodeCode Available | 1 | 5 |
| Low Complexity Point Tracking of the Myocardium in 2D Echocardiography | Mar 13, 2025 | GPUPoint Tracking | CodeCode Available | 1 | 5 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction | Dec 1, 2021 | GPUSurface Reconstruction | CodeCode Available | 1 | 5 |
| Fast Region Proposal Learning for Object Detection for Robotics | Nov 25, 2020 | GPUObject | CodeCode Available | 1 | 5 |
| Long-Span Summarization via Local Attention and Content Selection | May 8, 2021 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 | 5 |
| Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells | Oct 25, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 | 5 |
| FastONN -- Python based open-source GPU implementation for Operational Neural Networks | Jun 3, 2020 | GPU | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| LookupFFN: Making Transformers Compute-lite for CPU inference | Mar 12, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| FastSAM3D: An Efficient Segment Anything Model for 3D Volumetric Medical Images | Mar 14, 2024 | 3D Medical Imaging SegmentationGPU | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 | 5 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph | Dec 11, 2021 | Document-level Event ExtractionEvent Extraction | CodeCode Available | 1 | 5 |
| Auto-scaling Vision Transformers without Training | Feb 24, 2022 | GPU | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| EdgeNAT: Transformer for Efficient Edge Detection | Aug 20, 2024 | Edge DetectionGPU | CodeCode Available | 1 | 5 |
| LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones | Sep 5, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| Coralai: Intrinsic Evolution of Embodied Neural Cellular Automata Ecosystems | Jun 14, 2024 | DiversityGPU | CodeCode Available | 1 | 5 |
| Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective | Feb 23, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| Autotuning Apache TVM-based Scientific Applications Using Bayesian Optimization | Sep 13, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 | 5 |
| Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis | Jul 11, 2022 | GPUKnowledge Distillation | 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 |
| FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks | Oct 30, 2022 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 | 5 |
| Auxiliary Tasks Speed Up Learning PointGoal Navigation | Jul 9, 2020 | GPUNavigate | CodeCode Available | 1 | 5 |
| Defocus Blur Detection via Depth Distillation | Jul 16, 2020 | DecoderDefocus Blur Detection | CodeCode Available | 1 | 5 |
| Fauno: The Italian Large Language Model that will leave you senza parole! | Jun 26, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation | Sep 2, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search | Dec 9, 2018 | GPUImage Classification | CodeCode Available | 1 | 5 |
| LOGO -- Long cOntext aliGnment via efficient preference Optimization | Oct 24, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate Querying | Mar 15, 2023 | GPUImage Inpainting | CodeCode Available | 1 | 5 |
| Locret: Enhancing Eviction in Long-Context LLM Inference with Trained Retaining Heads on Consumer-Grade Devices | Oct 2, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment | Feb 12, 2020 | CPUGPU | CodeCode Available | 1 | 5 |
