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

Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025

Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025

Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025

Learning Visual Proxy for Compositional Zero-Shot Learning ICCV 2025

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement COLING 2025

MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities ACL 2025

Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone AAAI 2025

Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025

Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025

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

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications AAAI 2025

Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025

Better Embeddings with Coupled Adam ACL 2025

A Simple yet Effective Hypergraph Clustering Network IJCAI 2025

Transformer-based Causal Language Models Perform Clustering NAACL 2025

Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025

Representation Learning: A Causal Perspective AAAI 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025

A Practical Method for Generating String Counterfactuals NAACL 2025

Statistical inference on black-box generative models in the data kernel perspective space ACL 2025

Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025

Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025

Revelio: Interpreting and leveraging semantic information in diffusion models ICCV 2025