low-rank adaptation

Universal Score-based Speech Enhancement with High Content Preservation Interspeech 2024 Unveiling LoRA Intrinsic Ranks via Salience Analysis NeurIPS 2024 UWB at WASSA-2024 Shared Task 2: Cross-lingual Emotion Detection ACL 2024 VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks NeurIPS 2024 VeRA: Vector-based Random Matrix Adaptation ICLR 2024 Visual Perception by Large Language Model’s Weights NeurIPS 2024 VoiceTailor: Lightweight Plug-In Adapter for Diffusion-Based Personalized Text-to-Speech Interspeech 2024 VRLLab at HSD-2Lang 2024: Turkish Hate Speech Detection Online with TurkishBERTweet EACL 2024 WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness SemEval 2024 When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method ICLR 2024 Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing EMNLP 2024 Whisper-PMFA: Partial Multi-Scale Feature Aggregation for Speaker Verification using Whisper Models Interspeech 2024 Wings: Learning Multimodal LLMs without Text-only Forgetting NeurIPS 2024 YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SemEval 2024 Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation ACL 2024 1% VS 100%: Parameter-Efficient Low Rank Adapter for Dense Predictions CVPR 2023 Composing Parameter-Efficient Modules with Arithmetic Operation NeurIPS 2023 CRoSS: Diffusion Model Makes Controllable, Robust and Secure Image Steganography NeurIPS 2023 Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023 DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023 DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation EACL 2023 Efficient Low-rank Backpropagation for Vision Transformer Adaptation NeurIPS 2023 Empowering Knowledge Discovery from Scientific Literature: A novel approach to Research Artifact Analysis EMNLP 2023 Fine-Tuning Language Models with Just Forward Passes NeurIPS 2023 GPT-2 Metadata Pretraining Towards Instruction Finetuning for Ukrainian EACL 2023