parameter efficient

Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models NAACL 2025 Tooka-SBERT: Lightweight Sentence Embedding models for Persian IJCNLP 2025 Transferring Textual Preferences to Vision-Language Understanding through Model Merging ACL 2025 Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025 Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild NeurIPS 2024 AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model EMNLP 2024 Audio Generation with Multiple Conditional Diffusion Model AAAI 2024 Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024 Convolutional Prompting meets Language Models for Continual Learning CVPR 2024 DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval AAAI 2024 Differentially Private Bias-Term Fine-tuning of Foundation Models ICML 2024 Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ACL 2024 Exploring the Readiness of Prominent Small Language Models for the Democratization of Financial Literacy EMNLP 2024 FedLFC: Towards Efficient Federated Multilingual Modeling with LoRA-based Language Family Clustering NAACL 2024 LaViP: Language-Grounded Visual Prompting AAAI 2024 Learn more, but bother less: parameter efficient continual learning NeurIPS 2024 LION: Implicit Vision Prompt Tuning AAAI 2024 LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training EMNLP 2024 LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024 LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models ICLR 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification Interspeech 2024 MACP: Efficient Model Adaptation for Cooperative Perception WACV 2024 Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge ACL 2024 Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models EMNLP 2024