Gemini: A Family of Highly Capable Multimodal Models

Gemini Robotics Team, Rohan Anil, Sebastian Borgeaud, +741

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingNew FamilyLarge Ai ModelImage Analysis +13

Synthesized Classifiers for Zero-Shot Learning

Soravit Changpinyo, Wei‐Lun Chao, Boqing Gong, +1

Artificial IntelligenceFew-shot LearningGeometric LearningEngineeringMachine Learning +14

PaLI: A Jointly-Scaled Multilingual Language-Image Model

Xi Chen, Xiao Wang, Soravit Changpinyo, +25

arXiv (Cornell University)

EngineeringMachine LearningMultilingualismJoint ScalingMultilingual Pretraining +15

Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning

Soravit Changpinyo, Wei‐Lun Chao, Fei Sha

Few-shot LearningEngineeringMachine LearningObject CategorizationClass Semantic Descriptions +14

The Power of Sparsity in Convolutional Neural Networks

Soravit Changpinyo, Mark Sandler, Andrey Zhmoginov

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningData ScienceSparse Neural Network +11

An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild

Wei‐Lun Chao, Soravit Changpinyo, Boqing Gong, +1

arXiv (Cornell University)

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningNatural Language Processing +17

Multi-Task Learning for Sequence Tagging: An Empirical Study

Soravit Changpinyo, Hexiang Hu, Fei Sha

ArXiv.org

EngineeringTaggingMachine LearningPart-of-speech TaggingGeneral Multi-task Learning +17

Synthesized Classifiers for Zero-Shot Learning

Soravit Changpinyo, Wei‐Lun Chao, Boqing Gong, +1

arXiv (Cornell University)

Artificial IntelligenceFew-shot LearningGeometric LearningEngineeringMachine Learning +14

Classifier and Exemplar Synthesis for Zero-Shot Learning

Soravit Changpinyo, Wei‐Lun Chao, Boqing Gong, +1

International Journal of Computer Vision

Few-shot LearningMachine VisionMachine LearningData ScienceEngineering +7

All You May Need for VQA are Image Captions

Soravit Changpinyo, Doron Kukliansy, Idan Szpektor, +3

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Artificial IntelligenceEngineeringRadu SoricutLanguage ProcessingNatural Language Processing +18