Representation Learning

SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies ICCV 2025 Sparse Semiparametric Discriminant Analysis for High-dimensional Zero-inflated Data JMLR 2025 SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025 Spatially-Adaptive Hash Encodings for Neural Surface Reconstruction WACV 2025 Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation IJCAI 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025 Spatio-Spectral Pattern Illumination for Direct and Indirect Separation from a Single Hyperspectral Image ICCV 2025 Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting AAAI 2025 Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising AAAI 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Spectral State Space Model for Rotation-Invariant Visual Representation Learning CVPR 2025 Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in SpeechLLMs EMNLP 2025 Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents EMNLP 2025 Speech Watermarking with Discrete Intermediate Representations AAAI 2025 Spelling-out is not Straightforward: LLMs’ Capability of Tokenization from Token to Characters EMNLP 2025 SPEX: Scaling Feature Interaction Explanations for LLMs ICML 2025 SPHINX: Structural Prediction using Hypergraph Inference Network ICML 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking ICLR 2025 SpikingSSMs: Learning Long Sequences with Sparse and Parallel Spiking State Space Models AAAI 2025 Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models WACV 2025 SplineGS: Learning Smooth Trajectories in Gaussian Splatting for Dynamic Scene Reconstruction ICLR 2025