| 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 |
