| Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR | Sep 20, 2021 | 3D Object DetectionDepth Completion | CodeCode Available | 1 |
| Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes | Sep 20, 2021 | Gaussian Processesobject-detection | —Unverified | 0 |
| DeepPoint: A Deep Learning Model for 3D Reconstruction in Point Clouds via mmWave Radar | Sep 19, 2021 | 3D ReconstructionAutonomous Navigation | —Unverified | 0 |
| Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection | Sep 19, 2021 | Domain AdaptationObject | CodeCode Available | 1 |
| HPTQ: Hardware-Friendly Post Training Quantization | Sep 19, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Traffic-Net: 3D Traffic Monitoring Using a Single Camera | Sep 19, 2021 | 3D Object DetectionCamera Auto-Calibration | —Unverified | 0 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| AI Accelerator Survey and Trends | Sep 18, 2021 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| PP-LCNet: A Lightweight CPU Convolutional Neural Network | Sep 17, 2021 | CPUImage Classification | CodeCode Available | 1 |
| Transformer-Unet: Raw Image Processing with Unet | Sep 17, 2021 | Decoderimage-classification | —Unverified | 0 |
| Few-Shot Object Detection by Attending to Per-Sample-Prototype | Sep 16, 2021 | Few-Shot Object DetectionMeta-Learning | —Unverified | 0 |
| Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs | Sep 16, 2021 | GPUimage-classification | —Unverified | 0 |
| An End-to-End Transformer Model for 3D Object Detection | Sep 16, 2021 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| METEOR:A Dense, Heterogeneous, and Unstructured Traffic Dataset With Rare Behaviors | Sep 16, 2021 | Autonomous Drivingobject-detection | —Unverified | 0 |
| Dense Semantic Contrast for Self-Supervised Visual Representation Learning | Sep 16, 2021 | Contrastive LearningInstance Segmentation | —Unverified | 0 |
| Label Assignment Distillation for Object Detection | Sep 16, 2021 | Knowledge DistillationObject | —Unverified | 0 |
| M2RNet: Multi-modal and Multi-scale Refined Network for RGB-D Salient Object Detection | Sep 16, 2021 | object-detectionObject Detection | —Unverified | 0 |
| FFAVOD: Feature Fusion Architecture for Video Object Detection | Sep 15, 2021 | Objectobject-detection | CodeCode Available | 1 |
| FCA: Learning a 3D Full-coverage Vehicle Camouflage for Multi-view Physical Adversarial Attack | Sep 15, 2021 | Adversarial Attackobject-detection | CodeCode Available | 1 |
| Anchor DETR: Query Design for Transformer-Based Object Detection | Sep 15, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Progressive Hard-case Mining across Pyramid Levels for Object Detection | Sep 15, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep Bregman Divergence for Contrastive Learning of Visual Representations | Sep 15, 2021 | Contrastive Learningobject-detection | —Unverified | 0 |
| Image Deraining and Denoising Convolutional Neural Network ForAutonomous Driving | Sep 15, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| PnP-DETR: Towards Efficient Visual Analysis with Transformers | Sep 15, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Multi-Scale Aligned Distillation for Low-Resolution Detection | Sep 14, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
