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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

Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025
Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025
Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation ICCV 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
Mobility Data Representations for Spatiotemporal Tasks AAAI 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025
A Compact Model for Mathematics Problem Representations Distilled from BERT AAAI 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025
scMBERT: A Pre-Trained Deep Learning Model for Single-Cell Multiomic Data Representation and Prediction (Student Abstract) AAAI 2025
Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025
Exploring Activation Patterns of Parameters in Language Models AAAI 2025
Multi-Modal Large Language Models are Effective Vision Learners WACV 2025
All-in-One Image Compression and Restoration WACV 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025
Understanding Subword Compositionality of Large Language Models EMNLP 2025
Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025