Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors

Jonathan Huang, Vivek Rathod, Chen Sun, +8

Convolutional Neural NetworkEngineeringMachine LearningSpeed/accuracy Trade-offsComputer Architecture +14

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun, Abhinav Shrivastava, Saurabh Singh, +1

The iNaturalist Species Classification and Detection Dataset

Grant Van Horn, Oisin Mac Aodha, Yang Song, +6

Animal TaxonomyEngineeringMachine LearningObject CategorizationInaturalist Species Classification +15

VideoBERT: A Joint Model for Video and Language Representation Learning

Chen Sun, Austin Myers, Carl Vondrick, +2

Artificial IntelligenceLanguage Representation LearningVector QuantizationEngineeringMachine Learning +19

AVA: A Video Dataset of Spatio-Temporally Localized Atomic Visual Actions

Chunhui Gu, Chen Sun, David A. Ross, +9

EngineeringMachine LearningVideo ProcessingVideo DatasetVideo Summarization +17

What Makes for Good Views for Contrastive Learning?

Yonglong Tian, Chen Sun, Ben Poole, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningEducationCognition +21

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning

Yin Cui, Yang Song, Chen Sun, +2

Few-shot LearningEngineeringMachine LearningDomain-specific Transfer LearningImage Classification +14

TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals

Jiyang Gao, Zhenheng Yang, Chen Sun, +2

Artificial IntelligenceTemporal Action ProposalEngineeringMachine LearningAction Recognition (Movement Science) +22

Composing Text and Image for Image Retrieval - an Empirical Odyssey

Nam Vo, Lu Jiang, Chen Sun, +4

EngineeringMachine LearningImage RetrievalRetrieval TaskImage Database +15

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Chen Sun, Abhinav Shrivastava, Saurabh Singh, +1

arXiv (Cornell University)

Artificial IntelligenceGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +15