| Betty: An Automatic Differentiation Library for Multilevel Optimization | Jul 5, 2022 | GPUHyperparameter Optimization | —Unverified | 0 |
| SNeRF: Stylized Neural Implicit Representations for 3D Scenes | Jul 5, 2022 | GPUInductive Bias | —Unverified | 0 |
| Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation | Jul 5, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second | Jul 5, 2022 | AutoMLBayesian Inference | CodeCode Available | 5 |
| Memory Efficient Patch-based Training for INR-based GANs | Jul 4, 2022 | GPUImage Outpainting | —Unverified | 0 |
| Sustainable AI Processing at the Edge | Jul 4, 2022 | BIG-bench Machine LearningEdge-computing | —Unverified | 0 |
| Dynamic Contrastive Distillation for Image-Text Retrieval | Jul 4, 2022 | Contrastive LearningGPU | —Unverified | 0 |
| Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM! | Jul 3, 2022 | GPU | —Unverified | 0 |
| Protea: Client Profiling within Federated Systems using Flower | Jul 3, 2022 | Federated LearningGPU | —Unverified | 0 |
| Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model | Jul 1, 2022 | DecoderGPU | —Unverified | 0 |
| Lightweight Transformers for Conversational AI | Jul 1, 2022 | GPUIntent Detection | —Unverified | 0 |
| CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection Generation | Jul 1, 2022 | GPUMorpheme Segmentaiton | CodeCode Available | 0 |
| Efficient Constituency Tree based Encoding for Natural Language to Bash Translation | Jul 1, 2022 | CPUGPU | CodeCode Available | 0 |
| Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget | Jul 1, 2022 | GPUNER | —Unverified | 0 |
| Scalable K-FAC Training for Deep Neural Networks with Distributed Preconditioning | Jun 30, 2022 | GPU | CodeCode Available | 0 |
| R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS | Jun 30, 2022 | DecoderGPU | —Unverified | 0 |
| DeepSpeed Inference: Enabling Efficient Inference of Transformer Models at Unprecedented Scale | Jun 30, 2022 | CPUGPU | CodeCode Available | 4 |
| Deep Learning to See: Towards New Foundations of Computer Vision | Jun 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Turbo: Opportunistic Enhancement for Edge Video Analytics | Jun 29, 2022 | Edge-computingGPU | —Unverified | 0 |
| Fleet-DAgger: Interactive Robot Fleet Learning with Scalable Human Supervision | Jun 29, 2022 | Continual LearningGPU | CodeCode Available | 1 |
| SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences | Jun 29, 2022 | CPUGPU | —Unverified | 0 |
| Knowledge Distillation of Transformer-based Language Models Revisited | Jun 29, 2022 | GPUKnowledge Distillation | —Unverified | 0 |
| TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s | Jun 28, 2022 | GPU | —Unverified | 0 |
| Efficient Deep Learning Using Non-Volatile Memory Technology | Jun 27, 2022 | Deep LearningGPU | —Unverified | 0 |
| MGNet: Monocular Geometric Scene Understanding for Autonomous Driving | Jun 27, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
