| 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 |
