conftrace_

loss balancing

8 papers

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Co-occurring keywords · papers mentioning both

multi-task learning (3) physics-informed neural network (2) multi-objective optimization (2) gradient imbalance (1) sparse annotation (1) gradient normalization (1) end-to-end model (1) gradient balancing (1) zero-shot speech synthesis (1) deep multitask network (1)

Papers

A Multi-Objective Optimization Framework for Adaptive Weighting in Physics-Informed Machine Learning AAAI 2026 Dual-Balancing for Physics-Informed Neural Networks IJCAI 2025 Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis Interspeech 2023 Improvable Gap Balancing for Multi-Task Learning UAI 2023 Loss Balancing for Fair Supervised Learning ICML 2023 Learning from sparsely annotated data for semantic segmentation in histopathology images MIDL 2019 Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018