| Rethinking Training from Scratch for Object Detection | Jun 6, 2021 | GPUObject | CodeCode Available | 1 |
| Efficient Classification of Very Large Images with Tiny Objects | Jun 4, 2021 | ClassificationGPU | CodeCode Available | 1 |
| Towards Light-weight and Real-time Line Segment Detection | Jun 1, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens | May 31, 2021 | CPUGPU | CodeCode Available | 1 |
| Effective Batching for Recurrent Neural Network Grammars | May 31, 2021 | GPULanguage Modeling | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Xihe: A 3D Vision-based Lighting Estimation Framework for Mobile Augmented Reality | May 30, 2021 | GPULighting Estimation | CodeCode Available | 1 |
| SiamMOT: Siamese Multi-Object Tracking | May 25, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 |
| SRH-Net: Stacked Recurrent Hourglass Network for Stereo Matching | May 25, 2021 | GPUStereo Matching | CodeCode Available | 1 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Gym-μRTS: Toward Affordable Full Game Real-time Strategy Games Research with Deep Reinforcement Learning | May 21, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network | May 19, 2021 | 4kAttribute | CodeCode Available | 1 |
| Progressively Normalized Self-Attention Network for Video Polyp Segmentation | May 18, 2021 | GPUSegmentation | CodeCode Available | 1 |
| Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report | May 17, 2021 | DenoisingGPU | CodeCode Available | 1 |
| Dynamic Pooling Improves Nanopore Base Calling Accuracy | May 16, 2021 | GPU | CodeCode Available | 1 |
| Structure Guided Lane Detection | May 12, 2021 | Autonomous DrivingGPU | CodeCode Available | 1 |
| SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning | May 12, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| EL-Attention: Memory Efficient Lossless Attention for Generation | May 11, 2021 | GPUQuestion Generation | CodeCode Available | 1 |
| One Shot Face Swapping on Megapixels | May 11, 2021 | DeepFake DetectionDisentanglement | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Accelerating Large Scale Real-Time GNN Inference using Channel Pruning | May 10, 2021 | CPUGPU | CodeCode Available | 1 |
| Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution | May 9, 2021 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Long-Span Summarization via Local Attention and Content Selection | May 8, 2021 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 1 |
| Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms | May 8, 2021 | CPUGPU | CodeCode Available | 1 |
| Adaptive Focus for Efficient Video Recognition | May 7, 2021 | Computational EfficiencyGPU | CodeCode Available | 1 |
| Paraphrastic Representations at Scale | Apr 30, 2021 | CPUGPU | CodeCode Available | 1 |
| LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search | Apr 29, 2021 | GPUNeural Architecture Search | CodeCode Available | 1 |
| [Re] Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias | Apr 28, 2021 | AttributeGPU | CodeCode Available | 1 |
| One Billion Audio Sounds from GPU-enabled Modular Synthesis | Apr 27, 2021 | GPUHyperparameter Optimization | CodeCode Available | 1 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 |
| Easy and Efficient Transformer : Scalable Inference Solution For large NLP model | Apr 26, 2021 | DecoderGPU | CodeCode Available | 1 |
| CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment | Apr 26, 2021 | AllDiversity | CodeCode Available | 1 |
| Fully Convolutional Line Parsing | Apr 22, 2021 | GPULine Segment Detection | CodeCode Available | 1 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| FourierNets enable the design of highly non-local optical encoders for computational imaging | Apr 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| DGCL: an efficient communication library for distributed GNN training | Apr 21, 2021 | GPU | CodeCode Available | 1 |
| A simple vision-based navigation and control strategy for autonomous drone racing | Apr 20, 2021 | GPU | CodeCode Available | 1 |
| Motion Vector Extrapolation for Video Object Detection | Apr 18, 2021 | CPUGPU | CodeCode Available | 1 |
| Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling | Apr 14, 2021 | GPURe-Ranking | CodeCode Available | 1 |
| VOLDOR-SLAM: For the Times When Feature-Based or Direct Methods Are Not Good Enough | Apr 14, 2021 | GPUOptical Flow Estimation | CodeCode Available | 1 |
| VOLDOR: Visual Odometry from Log-logistic Dense Optical flow Residuals | Apr 14, 2021 | GPUOptical Flow Estimation | CodeCode Available | 1 |
| GPU Semiring Primitives for Sparse Neighborhood Methods | Apr 13, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection | Apr 7, 2021 | Face SwappingGPU | CodeCode Available | 1 |
| Efficient Video Compression via Content-Adaptive Super-Resolution | Apr 6, 2021 | GPUSuper-Resolution | CodeCode Available | 1 |
| A flexible and fast PyTorch toolkit for simulating training and inference on analog crossbar arrays | Apr 5, 2021 | GPU | CodeCode Available | 1 |
| Hierarchical Image Peeling: A Flexible Scale-space Filtering Framework | Apr 4, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Integer-only Zero-shot Quantization for Efficient Speech Recognition | Mar 31, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Transformer Tracking | Mar 29, 2021 | GPUObject Tracking | CodeCode Available | 1 |