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gradient direction

7 papers

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Co-occurring keywords · papers mentioning both

multi-task learning (2) adversarial example detection (1) task weighting (1) gradient modulation (1) batch size optimization (1) dynamic batch size (1) gradient homogenization (1) modality balancing (1) cross-modal interference (1) data remixing (1)

Papers

Improving Multimodal Learning Balance and Sufficiency through Data Remixing ICML 2025 Classifier-guided Gradient Modulation for Enhanced Multimodal Learning NeurIPS 2024 RotoGrad: Gradient Homogenization in Multitask Learning ICLR 2022 Beating Attackers At Their Own Games: Adversarial Example Detection Using Adversarial Gradient Directions AAAI 2021 Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change ACL 2020 Adaptive Auxiliary Task Weighting for Reinforcement Learning NeurIPS 2019 Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019