| MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection | Nov 26, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements | Nov 26, 2021 | GPUOrgan Segmentation | CodeCode Available | 0 |
| Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction | Nov 26, 2021 | 3D geometry3D Reconstruction | CodeCode Available | 1 |
| MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network | Nov 23, 2021 | Deep LearningGPU | —Unverified | 0 |
| On the Unreasonable Effectiveness of Feature propagation in Learning on Graphs with Missing Node Features | Nov 23, 2021 | GPUNode Classification | CodeCode Available | 1 |
| Subgraph Permutation Equivariant Networks | Nov 23, 2021 | GPU | —Unverified | 0 |
| Generating GPU Compiler Heuristics using Reinforcement Learning | Nov 23, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction | Nov 22, 2021 | GPUNeRF | CodeCode Available | 2 |
| Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari | Nov 19, 2021 | Atari GamesGPU | CodeCode Available | 1 |
| FastDOG: Fast Discrete Optimization on GPU | Nov 19, 2021 | Cell TrackingGPU | CodeCode Available | 1 |
| Rethinking Dilated Convolution for Real-time Semantic Segmentation | Nov 18, 2021 | DecoderGPU | CodeCode Available | 1 |
| You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling | Nov 18, 2021 | GPU | CodeCode Available | 1 |
| Benchmarking and scaling of deep learning models for land cover image classification | Nov 18, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Subspace Graph Physics: Real-Time Rigid Body-Driven Granular Flow Simulation | Nov 18, 2021 | GPU | CodeCode Available | 1 |
| Efficient Speech Translation with Pre-trained models | Nov 16, 2021 | GPUTranslation | —Unverified | 0 |
| TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts | Nov 16, 2021 | Data AugmentationGPU | —Unverified | 0 |
| CGX: Adaptive System Support for Communication-Efficient Deep Learning | Nov 16, 2021 | Deep LearningGPU | CodeCode Available | 1 |
| Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search | Nov 15, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 |
| User Allocation in Mobile Edge Computing: A Deep Reinforcement Learning Approach | Nov 11, 2021 | CPUDeep Reinforcement Learning | CodeCode Available | 1 |
| ParaFold: Paralleling AlphaFold for Large-Scale Predictions | Nov 11, 2021 | CPUGPU | CodeCode Available | 1 |
| SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation | Nov 10, 2021 | CPUDeep Learning | —Unverified | 0 |
| Graph Neural Network Training with Data Tiering | Nov 10, 2021 | CPUFraud Detection | —Unverified | 0 |
| Accelerating GAN training using highly parallel hardware on public cloud | Nov 8, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance | Nov 7, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
