| AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning | Feb 2, 2021 | GPU | CodeCode Available | 1 | 5 |
| Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses | Jun 28, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| LeetDecoding: A PyTorch Library for Exponentially Decaying Causal Linear Attention with CUDA Implementations | Jan 5, 2025 | GPU | CodeCode Available | 1 | 5 |
| Efficient Lifelong Model Evaluation in an Era of Rapid Progress | Feb 29, 2024 | BenchmarkingGPU | 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 |
| AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs | Jan 6, 2020 | GPU | CodeCode Available | 1 | 5 |
| EdgeNAT: Transformer for Efficient Edge Detection | Aug 20, 2024 | Edge DetectionGPU | CodeCode Available | 1 | 5 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking | Jun 15, 2024 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| EEEA-Net: An Early Exit Evolutionary Neural Architecture Search | Aug 13, 2021 | GPUImage Classification | CodeCode Available | 1 | 5 |
| Learning Tracking Representations via Dual-Branch Fully Transformer Networks | Dec 5, 2021 | GPUObject Tracking | CodeCode Available | 1 | 5 |
| Learning to Generate Wasserstein Barycenters | Feb 24, 2021 | GPU | CodeCode Available | 1 | 5 |
| Learning to Upsample by Learning to Sample | Aug 29, 2023 | Depth EstimationFeature Upsampling | CodeCode Available | 1 | 5 |
| Kindling the Darkness: A Practical Low-light Image Enhancer | May 4, 2019 | GPULow-Light Image Enhancement | CodeCode Available | 1 | 5 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| A Unified Framework for Implicit Sinkhorn Differentiation | May 13, 2022 | GPU | CodeCode Available | 1 | 5 |
| A Unified Framework for 3D Point Cloud Visual Grounding | Aug 23, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic Structure Pruning for Compressing CNNs | Mar 17, 2023 | GPU | CodeCode Available | 1 | 5 |
| Learning Partial Correlation based Deep Visual Representation for Image Classification | Apr 23, 2023 | Fine-Grained Image ClassificationGPU | CodeCode Available | 1 | 5 |
| Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time | Sep 30, 2020 | 4kGPU | CodeCode Available | 1 | 5 |
| A Generic Inverted Index Framework for Similarity Search on the GPU - Technical Report | Mar 28, 2016 | GPU | CodeCode Available | 1 | 5 |
| Marius: Learning Massive Graph Embeddings on a Single Machine | Jan 20, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Learning Neural Volumetric Representations of Dynamic Humans in Minutes | Feb 23, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| Learning Rich Features at High-Speed for Single-Shot Object Detection | Oct 1, 2019 | GPUobject-detection | CodeCode Available | 1 | 5 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | 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 |
| Dynamic Perceiver for Efficient Visual Recognition | Jun 20, 2023 | Action RecognitionClassification | CodeCode Available | 1 | 5 |
| Dynamic DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices | Jan 17, 2024 | Dynamic neural networksGPU | CodeCode Available | 1 | 5 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation | Mar 1, 2021 | CPUFace Detection | CodeCode Available | 1 | 5 |
| LightAvatar: Efficient Head Avatar as Dynamic Neural Light Field | Sep 26, 2024 | GPUNeRF | CodeCode Available | 1 | 5 |
| DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting | Mar 2, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 | 5 |
| Accelerating Neural Architecture Search via Proxy Data | Jun 9, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features | Aug 12, 2020 | GPULoop Closure Detection | CodeCode Available | 1 | 5 |
| Attention in SRAM on Tenstorrent Grayskull | Jul 18, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| Attention-based Proposals Refinement for 3D Object Detection | Jan 18, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction | Feb 19, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Attention as an RNN | May 22, 2024 | GPUTime Series | CodeCode Available | 1 | 5 |
| Attaining Real-Time Super-Resolution for Microscopic Images Using GAN | Oct 9, 2020 | GPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| 3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity Challenge | Dec 4, 2021 | GPURetrieval | CodeCode Available | 1 | 5 |
| DSNAS: Direct Neural Architecture Search without Parameter Retraining | Feb 21, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 | 5 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 | 5 |