DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection

Yingwei Li, Adams Wei Yu, Tianjian Meng, +9

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningPoint Cloud ProcessingPoint Cloud3D Computer Vision +15

Learning Transferable Adversarial Examples via Ghost Networks

Yingwei Li, Song Bai, Yuyin Zhou, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceBlack-box AttackEngineeringMachine LearningData Science +12

Learning from Temporal Gradient for Semi-supervised Action Recognition

Junfei Xiao, Longlong Jing, Lin Zhang, +5

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningSemi-supervised Action RecognitionVideo SummarizationVideo Retrieval +14

Adversarial Metric Attack and Defense for Person Re-Identification

Song Bai, Yingwei Li, Yuyin Zhou, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringMachine LearningAdversarial Metric AttackBiometricsInformation Forensics +16

Neural Architecture Search for Lightweight Non-Local Networks

Yingwei Li, Xiaojie Jin, Jieru Mei, +7

Convolutional Neural NetworkEngineeringMachine LearningNl BlocksImage Analysis +14

AtomNAS: Fine-Grained End-to-End Neural Architecture Search

Jieru Mei, Yingwei Li, Xiaochen Lian, +3

arXiv (Cornell University)

Large Ai ModelEngineeringMachine LearningData ScienceHardware Acceleration +13

SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering

Vipul Gupta, Zhuowan Li, Adam Kortylewski, +3

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Natural Language ProcessingMultimodal LlmVisual ContextCognitive ScienceMachine Vision +11

Harnessing Perceptual Adversarial Patches for Crowd Counting

Shunchang Liu, Jiakai Wang, Aishan Liu, +4

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security

Artificial IntelligenceCrowd Counting ScenesData AugmentationMachine VisionMachine Learning +13

DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection

Yingwei Li, Adams Wei Yu, Tianjian Meng, +10

arXiv (Cornell University)

Depth Estimation Matters Most: Improving Per-Object Depth Estimation for Monocular 3D Detection and Tracking

Longlong Jing, Ruichi Yu, Henrik Kretzschmar, +11

2022 International Conference on Robotics and Automation (ICRA)

3D Computer VisionPer-object Depth EstimationImage AnalysisMachine VisionDepth Estimation Matters +13