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

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025

A Distributional Perspective on Word Learning in Neural Language Models NAACL 2025

Motif-Oriented Representation Learning with Topology Refinement for Drug-Drug Interaction Prediction AAAI 2025

Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025

Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025

High-Dimension Human Value Representation in Large Language Models NAACL 2025

Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025

Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025

Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025

DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025

Multimodal Language Models See Better When They Look Shallower EMNLP 2025

SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025

Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025

State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025

Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025

DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025

Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025

Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models AAAI 2025

Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025

Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025

MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025

Substitute Adjustment via Recovery of Latent Variables JMLR 2025

FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning AAAI 2025