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• Tabular Transformers for Modeling Multivariate Time Series
  2020 · 126 citations
• Transformation-Augmented GRPO for Enhancing Exploration in Reasoning of Large Language Models
  2026
• Reinforcement Learning with Verifiable Rewards: GRPO's Effective Loss, Dynamics, and Success Amplification
  2025
• Sobolev GAN
  2017
• Adversarial Semantic Alignment for Improved Image Captions
  2018
• Sobolev Descent
  2018
• A Decentralized Parallel Algorithm for Training Generative Adversarial Nets
  2019
• Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets
  2019
• Learning Implicit Text Generation via Feature Matching
  2020
• On the Convergence of Gradient Descent in GANs: MMD GAN As a Gradient Flow
  2020