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feature representation

551 papers

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representation learning (64) convolutional neural network (63) self-supervised learning (41) transfer learning (38) person re-identification (38) contrastive learning (37) neural network (37) image classification (34) unsupervised learning (31) domain adaptation (31)

Papers

Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations AAAI 2026 Cluster-aware Anchor Learning for Multi-View Clustering CVPR 2026 Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026 Cyto-SSL: A Self-Supervised Pretraining Framework for Cytology Foundation Model AAAI 2026 Debiased Multiplex Tokenizer for Efficient Map-Free Visual Relocalization AAAI 2026 Deep Nonparametric Conditional Independence Tests for Images JMLR 2026 DIN: Dual Impulse Network for Multi-view Representation Learning AAAI 2026 Feature Drift: How Fine-Tuning Repurposes Representations in LLMs EACL 2026 Feature Inversion as a Lens on Vision Encoders WACV 2026 FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift CVPR 2026 Hierarchical Direction Perception via Atomic Dot-Product Operators for Rotation-Invariant Point Clouds Learning AAAI 2026 Hier-COS: Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces CVPR 2026 Is Exchangeability better than I.I.D. to handle Data Distribution Shifts while Pooling Data for Data-scarce Medical image segmentation? MIDL 2026 Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026 Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection AAAI 2026 Model Merging in the Essential Subspace CVPR 2026 MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition AAAI 2026 QCFace: Image Quality Control for boosting Face Representation & Recognition WACV 2026 Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation AAAI 2026 Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining AAAI 2026 SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements AAAI 2026 Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data AAAI 2026 UniGeoRS: A Unified Benchmark for Tri-view Geo-Localization CVPR 2026 UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data (Student Abstract) AAAI 2026