| Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network | Jun 13, 2022 | DecoderGPU | 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 DNNs and Runtime Management for Efficient Inference on Mobile/Embedded Devices | Jan 17, 2024 | Dynamic neural networksGPU | CodeCode Available | 1 | 5 |
| A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space | Sep 21, 2023 | GPURepresentation Learning | CodeCode Available | 1 | 5 |
| Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping | Jan 11, 2025 | GPULarge Language Model | CodeCode Available | 1 | 5 |
| LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation | Jun 18, 2024 | GPUNatural Language Understanding | CodeCode Available | 1 | 5 |
| Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps | Jun 8, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity | Aug 29, 2020 | GPUNetwork Pruning | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark | Jun 11, 2023 | GPU | CodeCode Available | 1 | 5 |
| Language Embedded 3D Gaussians for Open-Vocabulary Scene Understanding | Nov 30, 2023 | GPUInductive Bias | 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 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 | 5 |
| DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions | Jan 4, 2021 | GPU | CodeCode Available | 1 | 5 |
| DTL: Disentangled Transfer Learning for Visual Recognition | Dec 13, 2023 | GPUTransfer Learning | CodeCode Available | 1 | 5 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 | 5 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 | 5 |
| Accelerating SNN Training with Stochastic Parallelizable Spiking Neurons | Jun 22, 2023 | GPU | 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 |
| 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 |
| Label Supervised LLaMA Finetuning | Oct 2, 2023 | GPUnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Large Batch Simulation for Deep Reinforcement Learning | Mar 12, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report | Nov 7, 2022 | GPU | CodeCode Available | 1 | 5 |
| Low-Precision Arithmetic for Fast Gaussian Processes | Jul 14, 2022 | Gaussian ProcessesGPU | CodeCode Available | 1 | 5 |
