| MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks | Mar 2, 2022 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| TableFormer: Table Structure Understanding with Transformers | Mar 2, 2022 | Decoderobject-detection | CodeCode Available | 1 |
| A Unified Query-based Paradigm for Point Cloud Understanding | Mar 2, 2022 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning | Feb 26, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| CG-SSD: Corner Guided Single Stage 3D Object Detection from LiDAR Point Cloud | Feb 24, 2022 | 3D Object DetectionObject | CodeCode Available | 1 |
| ARM3D: Attention-based relation module for indoor 3D object detection | Feb 20, 2022 | 3D Object DetectionGraph Embedding | CodeCode Available | 1 |
| 3DRM:Pair-wise relation module for 3D object detection | Feb 20, 2022 | 3D Object DetectionObject | CodeCode Available | 1 |
| Student Dangerous Behavior Detection in School | Feb 19, 2022 | Action Recognitionobject-detection | CodeCode Available | 1 |
| Lightweight Multi-Drone Detection and 3D-Localization via YOLO | Feb 18, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Domain Adaptation for Underwater Image Enhancement via Content and Style Separation | Feb 17, 2022 | Domain AdaptationImage Enhancement | CodeCode Available | 1 |
| DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks | Feb 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
| BED: A Real-Time Object Detection System for Edge Devices | Feb 14, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Depth-Cooperated Trimodal Network for Video Salient Object Detection | Feb 12, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios | Feb 10, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| GiraffeDet: A Heavy-Neck Paradigm for Object Detection | Feb 9, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Point-Level Region Contrast for Object Detection Pre-Training | Feb 9, 2022 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| Benchmarking Deep Models for Salient Object Detection | Feb 7, 2022 | BenchmarkingObject | CodeCode Available | 1 |
| Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images | Feb 7, 2022 | Objectobject-detection | CodeCode Available | 1 |
| 3D Object Detection from Images for Autonomous Driving: A Survey | Feb 7, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| ObjectSeeker: Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking | Feb 3, 2022 | Autonomous VehiclesObject | CodeCode Available | 1 |
| Interactron: Embodied Adaptive Object Detection | Feb 1, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics | Feb 1, 2022 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Mobile Robot Manipulation using Pure Object Detection | Jan 28, 2022 | Depth EstimationFew-Shot Learning | CodeCode Available | 1 |
| CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection | Jan 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| MonoDistill: Learning Spatial Features for Monocular 3D Object Detection | Jan 26, 2022 | 3D Object DetectionMonocular 3D Object Detection | CodeCode Available | 1 |
| Dynamic Label Assignment for Object Detection by Combining Predicted IoUs and Anchor IoUs | Jan 23, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Lightweight Salient Object Detection in Optical Remote Sensing Images via Feature Correlation | Jan 20, 2022 | Feature Correlationobject-detection | CodeCode Available | 1 |
| Attention-based Proposals Refinement for 3D Object Detection | Jan 18, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| VFP290K: A Large-Scale Benchmark Dataset for Vision-based Fallen Person Detection | Jan 14, 2022 | Anomaly Detection In Surveillance VideosHuman Detection | CodeCode Available | 1 |
| Roadside Lidar Vehicle Detection and Tracking Using Range And Intensity Background Subtraction | Jan 13, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| End-To-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization | Jan 11, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement | Jan 6, 2022 | DisentanglementDomain Adaptation | CodeCode Available | 1 |
| SASA: Semantics-Augmented Set Abstraction for Point-based 3D Object Detection | Jan 6, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors | Jan 5, 2022 | Autonomous NavigationDiversity | CodeCode Available | 1 |
| Improving Object Detection, Multi-object Tracking, and Re-Identification for Disaster Response Drones | Jan 5, 2022 | Disaster ResponseMulti-Object Tracking | CodeCode Available | 1 |
| Thermal Face Detection for High-Speed AI Thermometer | Jan 4, 2022 | Face Detectionobject-detection | CodeCode Available | 1 |
| Revisiting Open World Object Detection | Jan 3, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation | Jan 1, 2022 | Objectobject-detection | CodeCode Available | 1 |
| MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection | Jan 1, 2022 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Point Cloud Pre-Training With Natural 3D Structures | Jan 1, 2022 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection | Jan 1, 2022 | Domain Adaptationobject-detection | CodeCode Available | 1 |
| Source-Free Object Detection by Learning To Overlook Domain Style | Jan 1, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Balanced and Hierarchical Relation Learning for One-Shot Object Detection | Jan 1, 2022 | Metric Learningobject-detection | CodeCode Available | 1 |
| Detecting Camouflaged Object in Frequency Domain | Jan 1, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way | Jan 1, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Robust Region Feature Synthesizer for Zero-Shot Object Detection | Jan 1, 2022 | Generalized Zero-Shot Object DetectionObject | CodeCode Available | 1 |
| WALT: Watch and Learn 2D Amodal Representation From Time-Lapse Imagery | Jan 1, 2022 | 2D Object Detection4k | CodeCode Available | 1 |