parameter efficiency

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality CVPR 2025 Enhancing Low-Rank Adaptation with Recoverability-Based Reinforcement Pruning for Object Counting AAAI 2025 Enhancing Multimodal Continual Instruction Tuning with BranchLoRA ACL 2025 Exploring Learning Complexity for Efficient Downstream Dataset Pruning ICLR 2025 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025 GroupMamba: Efficient Group-Based Visual State Space Model CVPR 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking ICML 2025 Hierarchy Knowledge Graph for Parameter-Efficient Entity Embedding IJCAI 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 HydraOpt: Navigating the Efficiency-Performance Trade-off of Adapter Merging EMNLP 2025 Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025 Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025 Layer Duplication in LLMs EMNLP 2025 Layerwise Recurrent Router for Mixture-of-Experts ICLR 2025 LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025 Light-T2M: A Lightweight and Fast Model for Text-to-motion Generation AAAI 2025 LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation ICLR 2025 LoRA Unlearns More and Retains More (Student Abstract) AAAI 2025 LoSA: Long-Short-Range Adapter for Scaling End-to-End Temporal Action Localization WACV 2025 Low-Hallucination and Efficient Coreference Resolution with LLMs EMNLP 2025 Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025