conftrace_

task conflict

8 papers

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Co-occurring keywords · papers mentioning both

multi-task learning (5) negative transfer (2) gradient optimization (2) gradient regularization (1) gradient routing (1) knowledge memory (1) representation transferability (1) heterogeneity (1) stuttering detection (1) knowledge management (1)

Papers

Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration AAAI 2026 LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory ACL 2026 Addressing Task Conflicts in Stuttering Detection via MMoE-Based Multi-Task Learning Interspeech 2025 Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations AAAI 2025 SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024 Improving Gradient Trade-offs between Tasks in Multi-task Text Classification ACL 2023 Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP 2022