| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | 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 |
| Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation | May 24, 2023 | Formal LogicGPU | 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 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks | May 23, 2023 | AttributeDataset Generation | CodeCode Available | 1 |
| Efficient ConvBN Blocks for Transfer Learning and Beyond | May 19, 2023 | Computational EfficiencyGPU | 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 |
| 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 |
| A Lightweight CNN-Transformer Model for Learning Traveling Salesman Problems | May 3, 2023 | GPU | CodeCode Available | 1 |
| RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation | May 2, 2023 | GPUInstance Segmentation | CodeCode Available | 1 |
| MF-NeRF: Memory Efficient NeRF with Mixed-Feature Hash Table | Apr 25, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| LAST: Scalable Lattice-Based Speech Modelling in JAX | Apr 25, 2023 | GPU | CodeCode Available | 1 |
| Learning Partial Correlation based Deep Visual Representation for Image Classification | Apr 23, 2023 | Fine-Grained Image ClassificationGPU | CodeCode Available | 1 |
| eWaSR -- an embedded-compute-ready maritime obstacle detection network | Apr 21, 2023 | GPU | CodeCode Available | 1 |
| FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system | Apr 21, 2023 | CPUGPU | CodeCode Available | 1 |
| DisCo-CLIP: A Distributed Contrastive Loss for Memory Efficient CLIP Training | Apr 17, 2023 | Contrastive LearningGPU | CodeCode Available | 1 |
| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 |
| Towards Real-time Text-driven Image Manipulation with Unconditional Diffusion Models | Apr 10, 2023 | GPUImage Manipulation | CodeCode Available | 1 |
| FakET: Simulating Cryo-Electron Tomograms with Neural Style Transfer | Apr 4, 2023 | Data AugmentationGPU | CodeCode Available | 1 |
| X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs | Apr 3, 2023 | GPUscientific discovery | CodeCode Available | 1 |
| TransPimLib: A Library for Efficient Transcendental Functions on Processing-in-Memory Systems | Apr 3, 2023 | CPUGPU | CodeCode Available | 1 |
| GNNBuilder: An Automated Framework for Generic Graph Neural Network Accelerator Generation, Simulation, and Optimization | Mar 29, 2023 | Code GenerationCPU | CodeCode Available | 1 |
| CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects | Mar 28, 2023 | DecoderGPU | CodeCode Available | 1 |
| Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection | Mar 28, 2023 | Anomaly DetectionAnomaly Localization | CodeCode Available | 1 |
| 4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free Images | Mar 28, 2023 | 4kDepth Estimation | CodeCode Available | 1 |
| Seer: Language Instructed Video Prediction with Latent Diffusion Models | Mar 27, 2023 | DenoisingGPU | CodeCode Available | 1 |
| Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations | Mar 27, 2023 | GPUSuper-Resolution | CodeCode Available | 1 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning | Mar 21, 2023 | GPU | CodeCode Available | 1 |
| Computationally Budgeted Continual Learning: What Does Matter? | Mar 20, 2023 | Continual LearningGPU | CodeCode Available | 1 |
| Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling | Mar 20, 2023 | GPU | CodeCode Available | 1 |
| SIESTA: Efficient Online Continual Learning with Sleep | Mar 19, 2023 | Computational EfficiencyContinual Learning | CodeCode Available | 1 |
| Channel-Aware Distillation Transformer for Depth Estimation on Nano Drones | Mar 18, 2023 | Autonomous NavigationDepth Estimation | CodeCode Available | 1 |