Adding Gradient Noise Improves Learning for Very Deep Networks

Arvind Neelakantan, Luke Vilnis, Quoc V. Le, +4

arXiv (Cornell University)

Llm Fine-tuningConvolutional Neural NetworkEngineeringMachine LearningRecurrent Neural Network +14

Towards Accurate Generative Models of Video: A New Metric & Challenges

Thomas Unterthiner, Sjoerd van Steenkiste, Karol Kurach, +3

arXiv (Cornell University)

EngineeringMachine LearningDeep Generative ModelsVideo InterpretationGenerative System +16

Smart Reply

Anjuli Kannan, Karol Kurach, Sujith Ravi, +8

Artificial IntelligenceNatural Language ProcessingRetrieval Augmented GenerationEngineeringMachine Learning +9

Smart Reply: Automated Response Suggestion for Email

Anjuli Kannan, Karol Kurach, Sujith Ravi, +8

arXiv (Cornell University)

Artificial IntelligenceStructured PredictionEngineeringMachine LearningText Mining +17

The GAN Landscape: Losses, Architectures, Regularization, and Normalization

Karol Kurach, Mario Lučić, Xiaohua Zhai, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network +12

Are GANs Created Equal? A Large-Scale Study

Mario Lučić, Karol Kurach, Marcin Michalski, +2

arXiv (Cornell University)

Artificial IntelligenceTechnologyEngineeringMachine LearningData Science +11

Google Research Football: A Novel Reinforcement Learning Environment

Karol Kurach, Anton Raichuk, Piotr Stańczyk, +8

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceGame AiReward HackingEngineeringMachine Learning +13

FVD: A new Metric for Video Generation

Thomas Unterthiner, Sjoerd van Steenkiste, Karol Kurach, +3

International Conference on Learning Representations

Image AnalysisEngineeringVideo QualityVideo GenerationVideo Hallucination +4

Learning to Discover Efficient Mathematical Identities

Wojciech Zaremba, Karol Kurach, Rob Fergus

arXiv (Cornell University)

A Large-Scale Study on Regularization and Normalization in GANs

Karol Kurach, Mario Lučić, Xiaohua Zhai, +2

arXiv (Cornell University)

Artificial IntelligenceImage AnalysisMachine LearningData ScienceEngineering +12