Toward Multimodal Image-to-Image Translation

Jun-Yan Zhu, Richard Zhang, Deepak Pathak, +4

arXiv (Cornell University)

EngineeringMachine LearningMultimodal LearningGenerative SystemLatent Code +15

Curiosity-Driven Exploration by Self-Supervised Prediction

Deepak Pathak, Pulkit Agrawal, Alexei A. Efros, +1

Artificial IntelligenceCognitive ScienceEngineeringMachine LearningData Science +12

Context Encoders: Feature Learning by Inpainting

Deepak Pathak, Philipp Krähenbühl, Jeff Donahue, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersContext Encoder +14

Learning Features by Watching Objects Move

Deepak Pathak, Ross Girshick, Piotr Dollár, +2

Scene AnalysisObjects MoveMachine LearningEngineeringImage Analysis +15

Toward Multimodal Image-to-Image Translation

Jun Zhu, Richard Zhang, Deepak Pathak, +4

arXiv (Cornell University)

EngineeringMachine LearningMultimodal LearningGenerative SystemLatent Code +16

RMA: Rapid Motor Adaptation for Legged Robots

Ashish Kumar, Zipeng Fu, Deepak Pathak, +1

EngineeringA1 RobotField RoboticsRapid Motor AdaptationMotor Control +16

Large-Scale Study of Curiosity-Driven Learning

Yuri Burda, Harri Edwards, Deepak Pathak, +3

arXiv (Cornell University)

Artificial IntelligenceCuriosity-driven LearningEngineering Environment RewardsGame AiEngineering +17

Fully Convolutional Multi-Class Multiple Instance Learning

Deepak Pathak, Evan Shelhamer, Jonathan Long, +1

arXiv (Cornell University)

Instance-based LearningMultiple Instance LearningMachine VisionMachine LearningData Science +13

Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents

Wenlong Huang, Pieter Abbeel, Deepak Pathak, +1

arXiv (Cornell University)

Artificial IntelligenceLanguage GroundingEngineeringZero-shot PlannersLarge Language Model +17

Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models

Zhiqiu Lin, Samuel Yu, Zhiyi Kuang, +2

Few-shot LearningEngineeringMachine LearningMultimodal LearningSingle Modality +15