| FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods | Jun 15, 2023 | BenchmarkingFairness | CodeCode Available | 1 |
| Generate to Understand for Representation | Jun 14, 2023 | Contrastive LearningGPU | CodeCode Available | 1 |
| Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-Second | Jun 13, 2023 | GPUReinforcement Learning (RL) | CodeCode Available | 1 |
| LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark | Jun 11, 2023 | GPU | CodeCode Available | 1 |
| EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and Representation | Jun 9, 2023 | CPUGPU | CodeCode Available | 1 |
| Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs? | Jun 8, 2023 | Bayesian OptimizationGPU | CodeCode Available | 1 |
| Revisiting Neural Retrieval on Accelerators | Jun 6, 2023 | GPUInformation Retrieval | CodeCode Available | 1 |
| DVIS: Decoupled Video Instance Segmentation Framework | Jun 6, 2023 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Lightweight Vision Transformer with Bidirectional Interaction | Jun 1, 2023 | GPU | CodeCode Available | 1 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 |
| Search-Based Regular Expression Inference on a GPU | May 29, 2023 | CPUGPU | CodeCode Available | 1 |
| ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation | May 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | CodeCode Available | 1 |
| Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks | May 23, 2023 | AttributeDataset Generation | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding | May 19, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems | May 19, 2023 | DecoderGPU | CodeCode Available | 1 |
| Efficient ConvBN Blocks for Transfer Learning and Beyond | May 19, 2023 | Computational EfficiencyGPU | CodeCode Available | 1 |
| Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering | May 18, 2023 | Acoustic Unit DiscoveryClustering | CodeCode Available | 1 |
| EfficientSCI: Densely Connected Network with Space-time Factorization for Large-scale Video Snapshot Compressive Imaging | May 17, 2023 | GPU | CodeCode Available | 1 |
| What Matters in Reinforcement Learning for Tractography | May 15, 2023 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling | May 15, 2023 | Dialogue GenerationGPU | CodeCode Available | 1 |
| 3D Small Object Detection with Dynamic Spatial Pruning | May 5, 2023 | 3D Object DetectionDecoder | CodeCode Available | 1 |
| SuperNeuro: A Fast and Scalable Simulator for Neuromorphic Computing | May 4, 2023 | GPU | CodeCode Available | 1 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 |
