sparse representation

Long-SCOPE: Fully Sparse Long-Range Cooperative 3D Perception CVPR 2026 Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion AAAI 2026 Self-Attention Driven Tensor Representation for High-Order Data Recovery CVPR 2026 SPSC: Sparse and Scalable Multi-Modal 3D Occupancy Prediction for Autonomous Driving AAAI 2026 CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025 Early Alignment in Two-Layer Networks Training is a Two-Edged Sword JMLR 2025 Efficient Gaussian Splatting for Monocular Dynamic Scene Rendering via Sparse Time-Variant Attribute Modeling AAAI 2025 ESEG: Event-Based Segmentation Boosted by Explicit Edge-Semantic Guidance AAAI 2025 GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025 H-QuEST: Accelerating Query-by-Example Spoken Term Detection with Hierarchical Indexing Interspeech 2025 HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud Encoder ICML 2025 ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025 Jailbreak Antidote: Runtime Safety-Utility Balance via Sparse Representation Adjustment in Large Language Models ICLR 2025 Less is More: Improving Motion Diffusion Models with Sparse Keyframes ICCV 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Self-Supervised Sparse Sensor Fusion for Long Range Perception ICCV 2025 SparseAlign: a Fully Sparse Framework for Cooperative Object Detection CVPR 2025 Text Anomaly Detection with Simplified Isolation Kernel EMNLP 2025 The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025 A Dynamic GCN with Cross-Representation Distillation for Event-Based Learning AAAI 2024 Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024 Contrastive losses as generalized models of global epistasis NeurIPS 2024 Dual-Perspective Activation: Efficient Channel Denoising via Joint Forward-Backward Criterion for Artificial Neural Networks NeurIPS 2024 Enforcing Sparsity on Latent Space for Robust and Explainable Representations WACV 2024 GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation NeurIPS 2024