AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.
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Updated
Sep 29, 2023 - Python
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning. AAAI, 2023.
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19
A Benchmark to Study Negative Transfer https://ieeexplore.ieee.org/document/9938381
Personalized Federated Learning with Parameter Propagation
Subgraph Pooling: Tackling Negative Transfer on Graphs, IJCAI 2024.
This repository includes basics of image processing projects.
Reproducible synthetic Z3 experiments on selective transfer under sparse state-action support, negative transfer, fixed-action rollouts, and high-N scaling.
Method-level reproduction of OTC cross-city site recommendation with selective fusion, negative-transfer safeguards, and HKG analysis.
Code and results for a controlled ablation showing negative transfer from breast histopathology to breast ultrasound classification under domain-adversarial alignment
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