| 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 Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| Latency-aware Unified Dynamic Networks for Efficient Image Recognition | Aug 30, 2023 | GPUScheduling | CodeCode Available | 1 | 5 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 | 5 |
| AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning | Feb 2, 2021 | GPU | CodeCode Available | 1 | 5 |
| LAST: Scalable Lattice-Based Speech Modelling in JAX | Apr 25, 2023 | 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 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | 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 |
| Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective | Oct 6, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| A GPU-accelerated Large-scale Simulator for Transportation System Optimization Benchmarking | Jun 15, 2024 | BenchmarkingGPU | 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 |
| Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features | Oct 8, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 | 5 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 | 5 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Kindling the Darkness: A Practical Low-light Image Enhancer | May 4, 2019 | GPULow-Light Image Enhancement | 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 |
| Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations | Apr 6, 2022 | GPUOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction | Feb 19, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions | Jan 4, 2021 | GPU | CodeCode Available | 1 | 5 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 | 5 |
| DTL: Disentangled Transfer Learning for Visual Recognition | Dec 13, 2023 | GPUTransfer Learning | CodeCode Available | 1 | 5 |
| A Unified Framework for Implicit Sinkhorn Differentiation | May 13, 2022 | GPU | CodeCode Available | 1 | 5 |
