parameter-efficient training

DUP: Detection-guided Unlearning for Backdoor Purification in Language Models AAAI 2026 TriLite: Efficient Weakly Supervised Object Localization with Universal Visual Features and Tri-Region Disentanglement CVPR 2026 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Argus: A Compact and Versatile Foundation Model for Vision CVPR 2025 Bridging Dialectal Gaps in Arabic Medical LLMs through Model Merging EMNLP 2025 CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models ICLR 2025 Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 COAP: Memory-Efficient Training with Correlation-Aware Gradient Projection CVPR 2025 CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion ICLR 2025 Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025 How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? NAACL 2025 Reveal and Release: Iterative LLM Unlearning with Self-generated Data EMNLP 2025 Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations ACL 2024 DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models EMNLP 2024 Efficiently Distilling LLMs for Edge Applications NAACL 2024 Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering NAACL 2024 HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy EMNLP 2024 LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models ACL 2024 LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model CVPR 2024 LoQT: Low-Rank Adapters for Quantized Pretraining NeurIPS 2024 Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca EACL 2024 MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval CVPR 2024 PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees CVPR 2024 True Knowledge Comes from Practice: Aligning Large Language Models with Embodied Environments via Reinforcement Learning ICLR 2024