| AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral Transformations | Jun 19, 2021 | Code GenerationCPU | CodeCode Available | 1 |
| Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-View Transformation | Jun 19, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Restoring Extremely Dark Images in Real Time | Jun 19, 2021 | 4kCPU | CodeCode Available | 0 |
| Real-Time Sphere Sweeping Stereo From Multiview Fisheye Images | Jun 19, 2021 | GPU | —Unverified | 0 |
| Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources | Jun 19, 2021 | Face RecognitionGPU | CodeCode Available | 1 |
| Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning | Jun 19, 2021 | 4kGPU | CodeCode Available | 1 |
| CenterAtt: Fast 2-stage Center Attention Network | Jun 19, 2021 | GPU | —Unverified | 0 |
| LoRA: Low-Rank Adaptation of Large Language Models | Jun 17, 2021 | GPULanguage Modelling | CodeCode Available | 2 |
| Layer Pruning on Demand with Intermediate CTC | Jun 17, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| A Spiking Neural Network for Image Segmentation | Jun 16, 2021 | BenchmarkingCPU | —Unverified | 0 |
| 2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting | Jun 16, 2021 | GPUimage-classification | CodeCode Available | 0 |
| Metamorphic image registration using a semi-Lagrangian scheme | Jun 16, 2021 | GPUImage Registration | CodeCode Available | 1 |
| Multi-Resolution Continuous Normalizing Flows | Jun 15, 2021 | Density EstimationGPU | CodeCode Available | 0 |
| Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera | Jun 15, 2021 | GPUPhysical Simulations | —Unverified | 0 |
| ReS2tAC -- UAV-Borne Real-Time SGM Stereo Optimized for Embedded ARM and CUDA Devices | Jun 15, 2021 | CPUGPU | —Unverified | 0 |
| MetaCache-GPU: Ultra-Fast Metagenomic Classification | Jun 14, 2021 | ClassificationCPU | CodeCode Available | 1 |
| Training Graph Neural Networks with 1000 Layers | Jun 14, 2021 | GPUGraph Sampling | CodeCode Available | 2 |
| Protein-Ligand Docking Surrogate Models: A SARS-CoV-2 Benchmark for Deep Learning Accelerated Virtual Screening | Jun 13, 2021 | GPU | CodeCode Available | 0 |
| SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes | Jun 12, 2021 | Gaussian ProcessesGPU | CodeCode Available | 1 |
| Zero-Cost Operation Scoring in Differentiable Architecture Search | Jun 12, 2021 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Sparse PointPillars: Maintaining and Exploiting Input Sparsity to Improve Runtime on Embedded Systems | Jun 12, 2021 | Birds Eye View Object DetectionCPU | CodeCode Available | 1 |
| Global Neighbor Sampling for Mixed CPU-GPU Training on Giant Graphs | Jun 11, 2021 | CPUFraud Detection | —Unverified | 0 |
| Exploiting Large-scale Teacher-Student Training for On-device Acoustic Models | Jun 11, 2021 | GPU | —Unverified | 0 |
| GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings | Jun 10, 2021 | GPU | CodeCode Available | 1 |
| Context-Free TextSpotter for Real-Time and Mobile End-to-End Text Detection and Recognition | Jun 10, 2021 | GPUOptical Character Recognition (OCR) | —Unverified | 0 |
| Relation order histograms as a network embedding tool | Jun 9, 2021 | GPUGraph Classification | CodeCode Available | 0 |
| HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks | Jun 9, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Accelerating Neural Architecture Search via Proxy Data | Jun 9, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Stein ICP for Uncertainty Estimation in Point Cloud Matching | Jun 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Shape As Points: A Differentiable Poisson Solver | Jun 7, 2021 | 3D ReconstructionGPU | CodeCode Available | 1 |
| Rethinking Training from Scratch for Object Detection | Jun 6, 2021 | GPUObject | CodeCode Available | 1 |
| Mathematical Vocoder Algorithm : Modified Spectral Inversion for Efficient Neural Speech Synthesis | Jun 6, 2021 | CPUGPU | —Unverified | 0 |
| Optimizing Bayesian Recurrent Neural Networks on an FPGA-based Accelerator | Jun 4, 2021 | GPUTime Series Analysis | —Unverified | 0 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 |
| Layered gradient accumulation and modular pipeline parallelism: fast and efficient training of large language models | Jun 4, 2021 | GPU | —Unverified | 0 |
| Improving Continuous Normalizing Flows using a Multi-Resolution Framework | Jun 2, 2021 | Density EstimationGPU | —Unverified | 0 |
| NVC-Net: End-to-End Adversarial Voice Conversion | Jun 2, 2021 | GPUSpeech Synthesis | CodeCode Available | 0 |
| Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approach | Jun 2, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Towards Light-weight and Real-time Line Segment Detection | Jun 1, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| Markov Localisation using Heatmap Regression and Deep Convolutional Odometry | Jun 1, 2021 | GPUregression | —Unverified | 0 |
| Concurrent Adversarial Learning for Large-Batch Training | Jun 1, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 |
| Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality | May 30, 2021 | GPULighting Estimation | CodeCode Available | 1 |
| High Performance Hyperspectral Image Classification using Graphics Processing Units | May 30, 2021 | ClassificationCPU | —Unverified | 0 |
| Parallelized Computation and Backpropagation Under Angle-Parametrized Orthogonal Matrices | May 30, 2021 | GPU | —Unverified | 0 |
| Tesseract: Parallelize the Tensor Parallelism Efficiently | May 30, 2021 | GPULanguage Modelling | —Unverified | 0 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |