Neural Networks

LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression ICML 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization ICML 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 LSNet: See Large, Focus Small CVPR 2025 LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision ICLR 2025 M2EIT: Multi-Domain Mixture of Experts for Robust Neural Inertial Tracking ICCV 2025 M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025 M3-JEPA: Multimodal Alignment via Multi-gate MoE based on the Joint-Embedding Predictive Architecture ICML 2025 M3Net: Efficient Time-Frequency Integration Network with Mirror Attention for Audio Classification on Edge AAAI 2025 MAI: A Multi-turn Aggregation-Iteration Model for Composed Image Retrieval ICLR 2025 MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration CVPR 2025 Making Old Film Great Again: Degradation-aware State Space Model for Old Film Restoration CVPR 2025 Mamba-3VL: Taming State Space Model for 3D Vision Language Learning ICCV 2025 Mamba4D: Efficient 4D Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models CVPR 2025 Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025 Mamba-based Hybrid Model for Speech Enhancement Interspeech 2025 MambaIRv2: Attentive State Space Restoration CVPR 2025 Mamba Knockout for Unraveling Factual Information Flow ACL 2025 MambaOut: Do We Really Need Mamba for Vision? CVPR 2025 MambaQuant: Quantizing the Mamba Family with Variance Aligned Rotation Methods ICLR 2025 MambaRecon: MRI Reconstruction with Structured State Space Models WACV 2025 MambaVision: A Hybrid Mamba-Transformer Vision Backbone CVPR 2025 Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025 MANTRA: The Manifold Triangulations Assemblage ICLR 2025 MaskViM: Domain Generalized Semantic Segmentation with State Space Models AAAI 2025