Model Architecture

Looped Transformers for Length Generalization ICLR 2025 LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation models ICLR 2025 LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization ICLR 2025 LoRA-Pro: Are Low-Rank Adapters Properly Optimized? ICLR 2025 LoRA Subtraction for Drift-Resistant Space in Exemplar-Free Continual Learning CVPR 2025 LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem EMNLP 2025 LoRAverse: A Submodular Framework to Retrieve Diverse Adapters for Diffusion Models ICCV 2025 LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation ICLR 2025 LoSiA: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization EMNLP 2025 LowFormer: Hardware Efficient Design for Convolutional Transformer Backbones WACV 2025 Low-Frequency Black-Box Backdoor Attack via Evolutionary Algorithm WACV 2025 Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025 Low-Rank Interconnected Adaptation across Layers ACL 2025 LSNet: See Large, Focus Small CVPR 2025 L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers CVPR 2025 LVPruning: An Effective yet Simple Language-Guided Vision Token Pruning Approach for Multi-modal Large Language Models NAACL 2025 MaCP: Minimal yet Mighty Adaptation via Hierarchical Cosine Projection ACL 2025 MAD: Memory-Augmented Detection of 3D Objects CVPR 2025 Maintaining Structural Integrity in Parameter Spaces for Parameter Efficient Fine-tuning ICLR 2025 Make Your Training Flexible: Towards Deployment-Efficient Video Models ICCV 2025 MambaKit: Towards Modular Intelligence - Cognitive Scaffolding in Next-Generation Drum Synthesis NeurIPS 2025 MambaLCT: Boosting Tracking via Long-term Context State Space Model AAAI 2025 Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025 MANTRA: The Manifold Triangulations Assemblage ICLR 2025 Mask in the Mirror: Implicit Sparsification ICLR 2025