conftrace_

task interference

17 papers

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Co-occurring keywords

model merging (234) multi-task learning (2575) large language model (13587) mixture of expert (640) parameter-efficient fine-tuning (736) catastrophic forgetting (958) model compression (3302) knowledge fusion (32) orthogonal subspace (8) parameter isolation (10)

Papers

ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts AAAI 2026
Parameter Importance is Not Static: Evolving Parameter Isolation for Supervised Fine-Tuning ACL 2026
DivMerge: A divergence-based model merging method for multi-tasking EACL 2026
BiLoRA: Almost-Orthogonal Parameter Spaces for Continual Learning CVPR 2025
FREE-Merging: Fourier Transform for Efficient Model Merging ICCV 2025
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging EMNLP 2025
To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging EMNLP 2025
Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025
STAR: Strategy-Aware Refinement Module in Multitask Learning for Emotional Support Conversations ACL 2025
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack NIPS 2024
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History EMNLP 2024
Mitigating Task Interference in Multi-Task Learning via Explicit Task Routing With Non-Learnable Primitives CVPR 2023
Continual Learning in Low-rank Orthogonal Subspaces NIPS 2020
Attentive Single-Tasking of Multiple Tasks CVPR 2019