| TLP: A Deep Learning-based Cost Model for Tensor Program Tuning | Nov 7, 2022 | CPUGPU | CodeCode Available | 1 |
| FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks | Oct 30, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework | Oct 29, 2022 | DiversityFairness | CodeCode Available | 1 |
| Rapid and robust endoscopic content area estimation: A lean GPU-based pipeline and curated benchmark dataset | Oct 26, 2022 | Edge DetectionGPU | CodeCode Available | 1 |
| Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data | Oct 25, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Iterative Patch Selection for High-Resolution Image Recognition | Oct 24, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Efficient Dataset Distillation Using Random Feature Approximation | Oct 21, 2022 | Dataset CondensationDataset Distillation | CodeCode Available | 1 |
| YOWO-Plus: An Incremental Improvement | Oct 20, 2022 | Action DetectionGPU | CodeCode Available | 1 |
| Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction | Oct 19, 2022 | GPU | CodeCode Available | 1 |
| An efficient deep neural network to find small objects in large 3D images | Oct 16, 2022 | AnatomyGPU | CodeCode Available | 1 |
| A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking | Oct 14, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Latency-aware Spatial-wise Dynamic Networks | Oct 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Noise-Robust De-Duplication at Scale | Oct 9, 2022 | ArticlesGPU | CodeCode Available | 1 |
| Fine-Tuning Pre-trained Transformers into Decaying Fast Weights | Oct 9, 2022 | GPU | CodeCode Available | 1 |
| Online Training Through Time for Spiking Neural Networks | Oct 9, 2022 | Event data classificationGesture Recognition | CodeCode Available | 1 |
| DreamShard: Generalizable Embedding Table Placement for Recommender Systems | Oct 5, 2022 | GPURecommendation Systems | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | CodeCode Available | 1 |
| Graph Neural Networks for Link Prediction with Subgraph Sketching | Sep 30, 2022 | GPULink Prediction | CodeCode Available | 1 |
| COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization | Sep 29, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Stop Wasting My Time! Saving Days of ImageNet and BERT Training with Latest Weight Averaging | Sep 29, 2022 | GPU | CodeCode Available | 1 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
