representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Flowing Backwards: Improving Normalizing Flows via Reverse Representation Alignment AAAI 2026

Fine-Grained Image Retrieval via Dual-Vision Adaptation AAAI 2026

Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis AAAI 2026

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement AAAI 2026

Adversarial Fair Incomplete Multi-View Clustering AAAI 2026

Explicit Modeling of Causal Factors and Confounders for Image Classification AAAI 2026

VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling AAAI 2026

Appearance Discrepancy-guided Sequence Hybrid Masking for Robust Scene Text Recognition AAAI 2026

CAFU: Constrained Alignment and Filtered Uniformity for Denoising Recommendation AAAI 2026

Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation AAAI 2026

Revisiting Contrastive Learning in Collaborative Filtering via Parallel Graph Filters AAAI 2026

Memorize Early, Then Query: Inlier-Memorization-Guided Active Outlier Detection AAAI 2026

ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026

Subspace-Guided Knowledge Distillation for Efficient Model Transfer WACV 2026

X-JEPA: A Novel Joint Learning Cross-Modal Predictive Alignment Framework for Remote Sensing Image Retrieval WACV 2026

Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026

DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning WACV 2026

LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026

Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026

Feature Inversion as a Lens on Vision Encoders WACV 2026

SHaSaM: Submodular Hard Sample Mining for Fair Facial Attribute Recognition WACV 2026

Interaction-via-Actions: Cattle Interaction Detection with Joint Learning of Action-Interaction Latent Space WACV 2026

Cluster-Guided Adversarial Perturbations for Robust Contrastive Learning WACV 2026

CoreCaption: Core Caption based Text-to-Video Retrieval WACV 2026

Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026