| Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: Report | Nov 7, 2022 | GPU | 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 |
| Online Training Through Time for Spiking Neural Networks | Oct 9, 2022 | Event data classificationGesture Recognition | 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 |
| 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 |
| Graph Neural Networks for Link Prediction with Subgraph Sketching | Sep 30, 2022 | GPULink Prediction | CodeCode Available | 1 |
| An In-depth Study of Stochastic Backpropagation | Sep 30, 2022 | GPUimage-classification | 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 |
| LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics | Sep 28, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference | Sep 28, 2022 | Collaborative InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots | Sep 26, 2022 | CPUDepth Estimation | CodeCode Available | 1 |
| Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing | Sep 22, 2022 | GPUHyperspectral Unmixing | CodeCode Available | 1 |
| DLUNet: Semi-supervised Learning based Dual-Light UNet for Multi-organ Segmentation | Sep 22, 2022 | GPUOrgan Segmentation | CodeCode Available | 1 |
| Efficient Quantized Sparse Matrix Operations on Tensor Cores | Sep 14, 2022 | GPUQuantization | CodeCode Available | 1 |
| MGG: Accelerating Graph Neural Networks with Fine-grained intra-kernel Communication-Computation Pipelining on Multi-GPU Platforms | Sep 14, 2022 | GPULayout Design | CodeCode Available | 1 |
| ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference | Sep 9, 2022 | CPUGPU | CodeCode Available | 1 |
| F-coref: Fast, Accurate and Easy to Use Coreference Resolution | Sep 9, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube | Sep 7, 2022 | GPUGraph Neural Network | CodeCode Available | 1 |
| Real-time 3D Single Object Tracking with Transformer | Sep 2, 2022 | 3D Single Object TrackingAutonomous Driving | CodeCode Available | 1 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization | Aug 23, 2022 | DiagnosticGPU | CodeCode Available | 1 |
| L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training | Aug 18, 2022 | CPUGPU | CodeCode Available | 1 |
| BenchPress: A Deep Active Benchmark Generator | Aug 13, 2022 | Active LearningCPU | CodeCode Available | 1 |
| Unified Normalization for Accelerating and Stabilizing Transformers | Aug 2, 2022 | GPU | CodeCode Available | 1 |
| GPU-accelerated SIFT-aided source identification of stabilized videos | Jul 29, 2022 | GPUVideo Stabilization | CodeCode Available | 1 |
| CrAM: A Compression-Aware Minimizer | Jul 28, 2022 | GPUImage Classification | CodeCode Available | 1 |
| FastGeodis: Fast Generalised Geodesic Distance Transform | Jul 26, 2022 | CPUGPU | CodeCode Available | 1 |
| Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution | Jul 25, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 |
| Interactive Volume Visualization via Multi-Resolution Hash Encoding based Neural Representation | Jul 23, 2022 | GPU | CodeCode Available | 1 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 |
| ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis | Jul 20, 2022 | CPUGPU | CodeCode Available | 1 |
| Spotting Temporally Precise, Fine-Grained Events in Video | Jul 20, 2022 | Action DetectionAction Spotting | CodeCode Available | 1 |
| Gigapixel Whole-Slide Images Classification using Locally Supervised Learning | Jul 17, 2022 | ClassificationGPU | CodeCode Available | 1 |
| An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System | Jul 16, 2022 | ClusteringCPU | CodeCode Available | 1 |
