feature decomposition

A Training-Free Style-Personalization via SVD-Based Feature Decomposition CVPR 2026 DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026 Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification AAAI 2026 Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis WACV 2026 Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture AAAI 2026 Activation Subspaces for Out-of-Distribution Detection ICCV 2025 FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ACL 2025 FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection AAAI 2025 Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025 Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025 HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation ICCV 2025 Interpretable Company Similarity with Sparse Autoencoders ACL 2025 Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery ICCV 2025 SAEs Are Good for Steering – If You Select the Right Features EMNLP 2025 SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025 Sparse Autoencoders Do Not Find Canonical Units of Analysis ICLR 2025 CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation AAAI 2024 Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024 Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NeurIPS 2024 DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024 Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NeurIPS 2024 Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 EMNLP 2024 HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024 LEAD: Learning Decomposition for Source-free Universal Domain Adaptation CVPR 2024 Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition ICLR 2024