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

Feature Transportation Improves Graph Neural Networks AAAI 2024

Adaptive Discovering and Merging for Incremental Novel Class Discovery AAAI 2024

Understanding Distributed Representations of Concepts in Deep Neural Networks without Supervision AAAI 2024

Task-Agnostic Privacy-Preserving Representation Learning for Federated Learning against Attribute Inference Attacks AAAI 2024

FacetCRS: Multi-Faceted Preference Learning for Pricking Filter Bubbles in Conversational Recommender System AAAI 2024

Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning AAAI 2024

CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024

Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024

Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract) AAAI 2024

Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024

HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering COLING 2024

Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024

MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024

Scale-VAE: Preventing Posterior Collapse in Variational Autoencoder COLING 2024

Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024

Speech Analysis of Language Varieties in Italy COLING 2024

Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024

VI-OOD: A Unified Framework of Representation Learning for Textual Out-of-distribution Detection COLING 2024

What Happens to a Dataset Transformed by a Projection-based Concept Removal Method? COLING 2024

Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning AAAI 2024

Exploring Diverse Representations for Open Set Recognition AAAI 2024

Unveiling Semantic Information in Sentence Embeddings COLING 2024

Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024

Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024