From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality

Zhenqiang Ying, Haoran Niu, Praful Gupta, +3

EngineeringMachine LearningImage AnalysisData SciencePattern Recognition +16

Billion-scale semi-supervised learning for image classification

Hervé Jeǵou, Kan Chen, Manohar Paluri, +1

arXiv (Cornell University)

Few-shot LearningConvolutional Neural NetworkImage ClassificationImage AnalysisMachine Learning +12

Self-Supervised Learning by Cross-Modal Audio-Video Clustering

Humam Alwassel, Dhruv Mahajan, Bruno Korbar, +3

arXiv (Cornell University)

Machine VisionMachine LearningData ScienceImage AnalysisPattern Recognition +13

Exploring the Limits of Weakly Supervised Pretraining

Dhruv Mahajan, Ross Girshick, Vignesh Ramanathan, +5

Lecture notes in computer science

Moving gradients

Dhruv Mahajan, Fu‐Chung Huang, Wojciech Matusik, +2

ACM Transactions on Graphics

Geometric ModelingTemporal CoherenceMachine VisionImage AnalysisEngineering +12

Compressive light transport sensing

Pieter Peers, Dhruv Mahajan, Bruce Lamond, +4

ACM Transactions on Graphics

EngineeringComputational IlluminationLight TransportImage AnalysisOptical Properties +14

Cluster Canonical Correlation Analysis

Nikhil Rasiwasia, Dhruv Mahajan, Vijay Mahadevan, +1

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets

De-An Huang, Vignesh Ramanathan, Dhruv Mahajan, +4

EngineeringVideo ProcessingVideo SummarizationVideo RetrievalVideo Interpretation +14

Learning hierarchical similarity metrics

Nakul Verma, Dhruv Mahajan, Sundararajan Sellamanickam, +1

EngineeringMachine LearningObject CategorizationSimilarity MeasureClassification Method +17

First steps toward an electronic field guide for plants

Gaurav Agarwal, Peter N. Belhumeur, Steven Feiner, +11

Taxon

Plant AnalysisEngineeringBotanyImage RetrievalImage Database +17