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Representation Learning

18863 directly classified papers

Papers per year

Papers

Beyond Semantics: How Temporal Biases Shapes Retrieval in Transformer and State-Space Models EACL 2026
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026
Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis WACV 2026
Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026
SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026
CONCORD: Concept-Informed Diffusion for Dataset Distillation WACV 2026
Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings WACV 2026
Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning WACV 2026
Cosine Similarity is Almost All You Need (for Prototypical-Part Models) WACV 2026
Structured Context Learning for Generic Event Boundary Detection WACV 2026
FLoMo-Net: A Novel Task-Adaptive Mixture of Experts Routing Framework with Frequency and Uncertainty Correction for Medical Image Segmentation WACV 2026
SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition WACV 2026
Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment WACV 2026
Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026
Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026
Hybrid State Representation for Video Procedure Planning WACV 2026
Timestamp Query Transformer for Temporal Action Segmentation WACV 2026
QCFace: Image Quality Control for boosting Face Representation & Recognition WACV 2026
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026
TopoRec: Point Cloud Recognition Using Topological Data Analysis WACV 2026
F-INR: Functional Tensor Decomposition for Implicit Neural Representations WACV 2026
Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026
Learning Group Actions In Disentangled Latent Image Representations WACV 2026
Feature Inversion as a Lens on Vision Encoders WACV 2026
Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026