conftrace_

low-rank adaptation

560 papers

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Also known as

LRA LORA

Co-occurring keywords

parameter-efficient fine-tuning (736) large language model (13587) model compression (3302) parameter efficient fine-tuning (168) diffusion model (3751) mixture of expert (640) transfer learning (5449) knowledge distillation (3725) catastrophic forgetting (958) multi-task learning (2575)

Papers

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search NAACL 2024
Learning Fine-Grained Controllability on Speech Generation via Efficient Fine-Tuning INTERSPEECH 2024
AFTer-SAM: Adapting SAM With Axial Fusion Transformer for Medical Imaging Segmentation WACV 2024
IIITDWD-zk@DravidianLangTech-2024: Leveraging the Power of Language Models for Hate Speech Detection in Telugu-English Code-Mixed Text EACL 2024
VRLLab at HSD-2Lang 2024: Turkish Hate Speech Detection Online with TurkishBERTweet EACL 2024
LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024
Less is Fed More: Sparsity Reduces Feature Distortion in Federated Learning EMNLP 2024
Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models INTERSPEECH 2024
Speaker Personalization for Automatic Speech Recognition using Weight-Decomposed Low-Rank Adaptation INTERSPEECH 2024
Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems INTERSPEECH 2024
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR INTERSPEECH 2024
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning EMNLP 2024
Memory-Efficient Fine-Tuning of Transformers via Token Selection EMNLP 2024
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models EMNLP 2024
RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024
Speech and Language Recognition with Low-rank Adaptation of Pretrained Models INTERSPEECH 2024
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems NIPS 2024
The Art of Saying No: Contextual Noncompliance in Language Models NIPS 2024
Safe LoRA: The Silver Lining of Reducing Safety Risks when Finetuning Large Language Models NIPS 2024
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment NIPS 2024
Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models INTERSPEECH 2024
Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding INTERSPEECH 2024
Universal Score-based Speech Enhancement with High Content Preservation INTERSPEECH 2024
Contextualized Speech Recognition: Rethinking Second-Pass Rescoring with Generative Large Language Models IJCAI 2024