| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs | Nov 30, 2021 | GPUImage Generation | CodeCode Available | 1 | 5 |
| Benchmarking of DL Libraries and Models on Mobile Devices | Feb 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes | Jun 25, 2024 | GPUimage-classification | CodeCode Available | 1 | 5 |
| Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance | Aug 2, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Learning Tracking Representations via Dual-Branch Fully Transformer Networks | Dec 5, 2021 | GPUObject Tracking | CodeCode Available | 1 | 5 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | 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 |
| DM-VTON: Distilled Mobile Real-time Virtual Try-On | Aug 26, 2023 | GPUHuman Parsing | CodeCode Available | 1 | 5 |
| ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks | Aug 11, 2019 | AttributeGPU | 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 |
| HRSAM: Efficient Interactive Segmentation in High-Resolution Images | Jul 2, 2024 | Data AugmentationGPU | CodeCode Available | 1 | 5 |
| Edge and Identity Preserving Network for Face Super-Resolution | Aug 27, 2020 | 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 |
| 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 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | CodeCode Available | 1 | 5 |
| Distributed Out-of-Memory NMF on CPU/GPU Architectures | Feb 19, 2022 | CPUDimensionality Reduction | CodeCode Available | 1 | 5 |
| Beyond [cls]: Exploring the true potential of Masked Image Modeling representations | Dec 4, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | 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 |
| BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing | Jan 7, 2022 | Data CompressionGPU | CodeCode Available | 1 | 5 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 | 5 |
| Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising | Aug 13, 2016 | Color Image DenoisingDenoising | CodeCode Available | 1 | 5 |
| ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo | Jan 1, 2022 | 4kGPU | CodeCode Available | 1 | 5 |
| Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks | Aug 26, 2020 | GPUImage Enhancement | CodeCode Available | 1 | 5 |
| Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware | May 30, 2022 | GPU | CodeCode Available | 1 | 5 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 | 5 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Better, Faster Fermionic Neural Networks | Nov 13, 2020 | GPU | CodeCode Available | 1 | 5 |
| HAT: Hardware-Aware Transformers for Efficient Natural Language Processing | May 28, 2020 | CPUDecoder | CodeCode Available | 1 | 5 |
| Disentangled High Quality Salient Object Detection | Aug 8, 2021 | GPUObject | CodeCode Available | 1 | 5 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
| Discriminator-Free Generative Adversarial Attack | Jul 20, 2021 | Adversarial AttackDisentanglement | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Scalable Radio Resource Management: Architecture Design and Theoretical Analysis | Jul 15, 2020 | Computational EfficiencyDistributed Optimization | CodeCode Available | 1 | 5 |
| Grass: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients | Jun 25, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks | Oct 26, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs | Jul 1, 2024 | GPUMixture-of-Experts | CodeCode Available | 1 | 5 |
| In-context Autoencoder for Context Compression in a Large Language Model | Jul 13, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Efficient Forward Architecture Search | May 31, 2019 | feature selectionGPU | CodeCode Available | 1 | 5 |
| BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation | Feb 18, 2024 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Link Prediction with Subgraph Sketching | Sep 30, 2022 | GPULink Prediction | CodeCode Available | 1 | 5 |
| DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training | Apr 17, 2023 | Contrastive LearningGPU | CodeCode Available | 1 | 5 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 | 5 |
| Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube | Sep 7, 2022 | GPUGraph Neural Network | CodeCode Available | 1 | 5 |
| Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation | Jul 23, 2022 | GPU | CodeCode Available | 1 | 5 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | 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 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 | 5 |
