| Are we ready for a new paradigm shift? A Survey on Visual Deep MLP | Nov 7, 2021 | GPU | —Unverified | 0 |
| TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework | Nov 6, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| MQBench: Towards Reproducible and Deployable Model Quantization Benchmark | Nov 5, 2021 | CPUGPU | CodeCode Available | 1 |
| LW-GCN: A Lightweight FPGA-based Graph Convolutional Network Accelerator | Nov 4, 2021 | CPUGPU | —Unverified | 0 |
| Tea Chrysanthemum Detection under Unstructured Environments Using the TC-YOLO Model | Nov 4, 2021 | GPU | —Unverified | 0 |
| WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image | Nov 3, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| A Comparison of Deep Learning Models for the Prediction of Hand Hygiene Videos | Nov 3, 2021 | GPU | —Unverified | 0 |
| FAST: Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation | Nov 3, 2021 | GPUimage-classification | CodeCode Available | 1 |
| Efficient Machine Translation with Model Pruning and Quantization | Nov 1, 2021 | CPUDecoder | —Unverified | 0 |
| The NiuTrans System for the WMT 2021 Efficiency Task | Nov 1, 2021 | GPUKnowledge Distillation | —Unverified | 0 |
| Findings of the WMT 2021 Shared Task on Efficient Translation | 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 |
| 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 |
| Low Resource Quadratic Forms for Knowledge Graph Embeddings | Nov 1, 2021 | Computational EfficiencyCPU | —Unverified | 0 |
| Human-Level Control without Server-Grade Hardware | Nov 1, 2021 | Cloud ComputingCPU | CodeCode Available | 0 |
| GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing | Nov 1, 2021 | CPUGPU | —Unverified | 0 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| On Joint Learning for Solving Placement and Routing in Chip Design | Oct 30, 2021 | GPUreinforcement-learning | CodeCode Available | 1 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| TorchAudio: Building Blocks for Audio and Speech Processing | Oct 28, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 2 |
| SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs | Oct 28, 2021 | CPUGPU | CodeCode Available | 1 |
| Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training | Oct 28, 2021 | Deep LearningGPU | CodeCode Available | 4 |
| GPU based GMM segmentation of kinect data | Oct 28, 2021 | Foreground SegmentationGPU | —Unverified | 0 |
| Dispensed Transformer Network for Unsupervised Domain Adaptation | Oct 28, 2021 | Domain AdaptationGPU | —Unverified | 0 |
