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

M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting 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

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026

Countering Multi-modal Representation Collapse through Rank-targeted Fusion WACV 2026

How Much Pretraining Does Structured Data Need? EACL 2026

Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026

Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026

Suppressing Final Layer Hidden State Jumps in Transformer Pretraining EACL 2026

Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026

Is Sentiment Banana-Shaped? Exploring the Geometry and Portability of Sentiment Concept Vectors EACL 2026

LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance EACL 2026

Detecting Subtle Sense Shift with Polysemy-Aware Trends EACL 2026

Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling AAAI 2026

Gene Incremental Learning for Single-Cell Transcriptomics AAAI 2026