Deep Learning

LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 LoRA Meets Dropout under a Unified Framework ACL 2024 LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information Interspeech 2024 LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL 2024 LoRAN: Improved Low-Rank Adaptation by a Non-Linear Transformation EMNLP 2024 LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning ACL 2024 LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024 LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024 LORS: Low-rank Residual Structure for Parameter-Efficient Network Stacking CVPR 2024 Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts EMNLP 2024 LoS: Local Structure-Guided Stereo Matching CVPR 2024 Loss Landscape Characterization of Neural Networks without Over-Parametrization NeurIPS 2024 Loss Shaping Constraints for Long-Term Time Series Forecasting ICML 2024 Lost Your Style? Navigating With Semantic-Level Approach for Text-To-Outfit Retrieval WACV 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024 Low-Latency Space-Time Supersampling for Real-Time Rendering AAAI 2024 Low-Light Face Super-resolution via Illumination, Structure, and Texture Associated Representation AAAI 2024 Low-power Continuous Remote Behavioral Localization with Event Cameras CVPR 2024 Low Precision Local Training is Enough for Federated Learning NeurIPS 2024 Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024 Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024 Low-Rank Prune-And-Factorize for Language Model Compression COLING 2024 Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024 Low-Rank Similarity Mining for Multimodal Dataset Distillation ICML 2024