| Building a Performance Model for Deep Learning Recommendation Model Training on GPUs | Jan 19, 2022 | GPUmodel | CodeCode Available | 1 | 5 |
| Accelerating Recommendation System Training by Leveraging Popular Choices | Mar 1, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| DLUNet: Semi-supervised Learning based Dual-Light UNet for Multi-organ Segmentation | Sep 22, 2022 | GPUOrgan Segmentation | CodeCode Available | 1 | 5 |
| Efficient Video Compression via Content-Adaptive Super-Resolution | Apr 6, 2021 | GPUSuper-Resolution | CodeCode Available | 1 | 5 |
| Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers | Feb 2, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | CodeCode Available | 1 | 5 |
| DM-VTON: Distilled Mobile Real-time Virtual Try-On | Aug 26, 2023 | GPUHuman Parsing | CodeCode Available | 1 | 5 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 | 5 |
| BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation | Feb 18, 2024 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry | Nov 25, 2022 | GPUobject-detection | CodeCode Available | 1 | 5 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection | Apr 22, 2019 | GPUobject-detection | CodeCode Available | 1 | 5 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 | 5 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 | 5 |
| CalibQuant: 1-Bit KV Cache Quantization for Multimodal LLMs | Feb 15, 2025 | Computational EfficiencyGPU | CodeCode Available | 1 | 5 |
| Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection | Mar 28, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 | 5 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 | 5 |
| Neural Architecture Search using Deep Neural Networks and Monte Carlo Tree Search | May 18, 2018 | GPUImage Captioning | CodeCode Available | 1 | 5 |
| Distributed Out-of-Memory NMF on CPU/GPU Architectures | Feb 19, 2022 | CPUDimensionality Reduction | CodeCode Available | 1 | 5 |
| Kozax: Flexible and Scalable Genetic Programming in JAX | Feb 5, 2025 | GPU | CodeCode Available | 1 | 5 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 | 5 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | CodeCode Available | 1 | 5 |
