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

Contrastive Representation for Interactive Recommendation AAAI 2025

Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025

Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025

Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025

DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025

Substitute Adjustment via Recovery of Latent Variables JMLR 2025

Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025

Representation-driven Option Discovery in Reinforcement Learning AAAI 2025

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025

ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025

Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025

Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025

How Reliable are Causal Probing Interventions? IJCNLP 2025

Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025

Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025

Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025

Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach AAAI 2025

Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025

Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025

HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025

A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025

Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning ICCV 2025

Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025