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

Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025

Emergence-Inspired Multi-Granularity Causal Learning AAAI 2025

Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025

Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025

Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025

Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025

GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning AAAI 2025

Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025

Structural Entropy Guided Probabilistic Coding AAAI 2025

When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? AAAI 2025

Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025

Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting AAAI 2025

Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025

Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space AAAI 2025

GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling AAAI 2025

WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025

ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025

What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025

DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025

MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection AAAI 2025

Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025

MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025

Semantic Enhanced Heterogeneous Hypergraph Network for Collaborative Filtering AAAI 2025

KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy AAAI 2025

Information Locality as an Inductive Bias for Neural Language Models ACL 2025