| Subgraph Permutation Equivariant Networks | Nov 23, 2021 | GPU | —Unverified | 0 |
| MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network | Nov 23, 2021 | Deep LearningGPU | —Unverified | 0 |
| Generating GPU Compiler Heuristics using Reinforcement Learning | Nov 23, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts | Nov 16, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Efficient Speech Translation with Pre-trained models | Nov 16, 2021 | GPUTranslation | —Unverified | 0 |
| AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars | Nov 15, 2021 | CPUDecision Making | CodeCode Available | 0 |
| Stacked BNAS: Rethinking Broad Convolutional Neural Network for Neural Architecture Search | Nov 15, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Graph Neural Network Training with Data Tiering | Nov 10, 2021 | CPUFraud Detection | —Unverified | 0 |
| SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation | Nov 10, 2021 | CPUDeep Learning | —Unverified | 0 |
| Accelerating GAN training using highly parallel hardware on public cloud | Nov 8, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Are we ready for a new paradigm shift? A Survey on Visual Deep MLP | Nov 7, 2021 | GPU | —Unverified | 0 |
| FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance | Nov 7, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework | Nov 6, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Tea Chrysanthemum Detection under Unstructured Environments Using the TC-YOLO Model | Nov 4, 2021 | GPU | —Unverified | 0 |
| LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator | Nov 4, 2021 | CPUGPU | —Unverified | 0 |
| A Comparison of Deep Learning Models for the Prediction of Hand Hygiene Videos | Nov 3, 2021 | GPU | —Unverified | 0 |
| Findings of the WMT 2021 Shared Task on Efficient Translation | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| The NiuTrans System for the WMT 2021 Efficiency Task | Nov 1, 2021 | GPUKnowledge Distillation | —Unverified | 0 |
| Efficient Machine Translation with Model Pruning and Quantization | Nov 1, 2021 | CPUDecoder | —Unverified | 0 |
| Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework | Nov 1, 2021 | AllEntity Embeddings | —Unverified | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis | Nov 1, 2021 | Domain AdaptationGPU | CodeCode Available | 0 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |