conftrace_

feature decomposition

51 papers

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Co-occurring keywords

domain adaptation (4595) representation learning (6206) sparse autoencoder (112) multimodal sentiment analysis (112) large language model (13587) convolutional neural network (4226) distribution shift (722) video understanding (1658) self-supervised learning (3777) feature extraction (1580)

Papers

Two Heads Are Better than One: Distilling Large Language Model Features into Small Models with Feature Decomposition and Mixture AAAI 2026
Introducing Decomposed Causality with Spatiotemporal Object-Centric Representation for Video Classification AAAI 2026
DeFB: Decomposed Feature Learning for Real-Time Multi-Person Eyeblink Detection in Untrimmed In-the-Wild Videos AAAI 2026
Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis WACV 2026
FD2-Net: Frequency-Driven Feature Decomposition Network for Infrared-Visible Object Detection AAAI 2025
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery ICCV 2025
FaithfulSAE: Towards Capturing Faithful Features with Sparse Autoencoders without External Datasets Dependency ACL 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis IJCNLP 2025
Feature Decomposition-Augmentation Network for Multimodal Sentiment Analysis AACL 2025
Feature Decomposition-Recomposition in Large Vision-Language Model for Few-Shot Class-Incremental Learning ICCV 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
Interpretable Company Similarity with Sparse Autoencoders ACL 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
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation ICCV 2025
HDQMF: Holographic Feature Decomposition Using Quantum Algorithms CVPR 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2 EMNLP 2024
CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation AAAI 2024
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NIPS 2024
DeMatch: Deep Decomposition of Motion Field for Two-View Correspondence Learning CVPR 2024
Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NIPS 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation CVPR 2024
Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution ICCV 2023