conftrace_

continual instruction tuning

11 papers

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Also known as

CIT

Co-occurring keywords · papers mentioning both

catastrophic forgetting (7) continual learning (6) multimodal large language model (5) mixture of expert (4) instruction tuning (4) large language model (3) parameter-efficient fine-tuning (3) low-rank adaptation (2) knowledge distillation (2) plasticity (1)

Papers

Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 OASIS: Online Sample Selection for Continual Instruction Tuning ACL 2026 On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models CVPR 2026 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025 Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025 HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model ACL 2025 Large Continual Instruction Assistant ICML 2025 Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025 CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NeurIPS 2024 CITB: A Benchmark for Continual Instruction Tuning EMNLP 2023