| MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs | Jan 1, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| Resource-Efficient RGBD Aerial Tracking | Jan 1, 2023 | GPUObject Tracking | CodeCode Available | 1 |
| Efficient Movie Scene Detection using State-Space Transformers | Dec 29, 2022 | GPUScene Segmentation | CodeCode Available | 1 |
| Sepformer-based Models: More Efficient Models for Long Sequence Time-Series Forecasting | Dec 23, 2022 | GPUTime Series | CodeCode Available | 1 |
| Scalable Hybrid Learning Techniques for Scientific Data Compression | Dec 21, 2022 | Data CompressionGPU | CodeCode Available | 1 |
| Real-Time Neural Light Field on Mobile Devices | Dec 15, 2022 | GPUNeRF | CodeCode Available | 1 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 |
| Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation | Dec 10, 2022 | GPU | CodeCode Available | 1 |
| SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels | Dec 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks | Dec 2, 2022 | GPU | CodeCode Available | 1 |
| Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity | Nov 30, 2022 | GPU | CodeCode Available | 1 |
| PatchMatch-Stereo-Panorama, a fast dense reconstruction from 360° video images | Nov 29, 2022 | 3D ReconstructionGPU | CodeCode Available | 1 |
| Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization | Nov 25, 2022 | Action LocalizationGPU | CodeCode Available | 1 |
| CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing Industry | Nov 25, 2022 | GPUobject-detection | CodeCode Available | 1 |
| NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension | Nov 23, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems | Nov 23, 2022 | GPU | CodeCode Available | 1 |
| Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis System | Nov 21, 2022 | GPUSpeech Synthesis | CodeCode Available | 1 |
| A Practical Stereo Depth System for Smart Glasses | Nov 19, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models | Nov 19, 2022 | compressed sensingGPU | CodeCode Available | 1 |
| Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory | Nov 19, 2022 | Dataset DistillationDataset Distillation - 1IPC | CodeCode Available | 1 |
| ParticleGrid: Enabling Deep Learning using 3D Representation of Materials | Nov 15, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Self-Supervised Graph Structure Refinement for Graph Neural Networks | Nov 12, 2022 | Contrastive LearningGPU | CodeCode Available | 1 |
| Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report | Nov 9, 2022 | Deep LearningGPU | CodeCode Available | 1 |
| Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report | Nov 7, 2022 | GPU | CodeCode Available | 1 |
| TLP: A Deep Learning-based Cost Model for Tensor Program Tuning | Nov 7, 2022 | CPUGPU | CodeCode Available | 1 |
