Pre-trained models: Past, present and future

Xu Han, Zhengyan Zhang, Ning Ding, +21

AI Open

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningLarge Language Model +15

Learning Depth-Guided Convolutions for Monocular 3D Object Detection

Mingyu Ding, Yuqi Huo, Hongwei Yi, +4

EngineeringMachine LearningPoint Cloud ProcessingDepth MapPoint Cloud +15

Towards artificial general intelligence via a multimodal foundation model

Nanyi Fei, Zhiwu Lu, Yizhao Gao, +9

Nature Communications

Learning Depth-Guided Convolutions for Monocular 3D Object Detection

Mingyu ng, Yuqi Huo, Hongwei Yi, +4

EngineeringMachine LearningPoint Cloud ProcessingDepth MapPoint Cloud +15

WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training

Yuqi Huo, Manli Zhang, Guangzhen Liu, +31

arXiv (Cornell University)

Natural Language ProcessingMultimodal LlmImage AnalysisMachine LearningData Science +12

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval

Haoyu Lu, Nanyi Fei, Yuqi Huo, +3

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

EngineeringMachine LearningDramatic PerformanceMultimodal LearningNatural Language Processing +15

Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw

Yuqi Huo, Mingyu Ding, Haoyu Lu, +4

Artificial IntelligencePretext TaskEngineeringMachine LearningJigsaw Puzzles +15

Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval

Haoyu Lu, Yuqi Huo, Mingyu Ding, +2

Machine Intelligence Research

Coarse-to-Fine Grained Classification

Yuqi Huo, Yao Lu, Yulei Niu, +2

EngineeringMachine LearningImage RetrievalFine-grained Image ClassificationImage Search +17

Mobile Video Action Recognition

Yuqi Huo, Xiaoli Xu, Yao Lu, +3

arXiv (Cornell University)

Image AnalysisMachine LearningMachine VisionVideo AnalysisPattern Recognition +13