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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Neural Experts: Mixture of Experts for Implicit Neural Representations NIPS 2024
Unsupervised Object Detection with Theoretical Guarantees NIPS 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models NIPS 2024
On the Surprising Effectiveness of Attention Transfer for Vision Transformers NIPS 2024
An Image is Worth 32 Tokens for Reconstruction and Generation NIPS 2024
3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NIPS 2024
UniGAD: Unifying Multi-level Graph Anomaly Detection NIPS 2024
Unsupervised Anomaly Detection in The Presence of Missing Values NIPS 2024
Multi-Group Proportional Representation in Retrieval NIPS 2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density NIPS 2024
Uncovering the Redundancy in Graph Self-supervised Learning Models NIPS 2024
Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products NIPS 2024
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs NIPS 2024
Approximately Equivariant Neural Processes NIPS 2024
Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024
Kernel Readout for Graph Neural Networks IJCAI 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction IJCAI 2024
Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval IJCAI 2024
Class-Specific Semantic Generation and Reconstruction Learning for Open Set Recognition IJCAI 2024
The Unreasonable Effectiveness of Random Target Embeddings for Continuous-Output Neural Machine Translation NAACL 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less NAACL 2024
Building Knowledge-Guided Lexica to Model Cultural Variation NAACL 2024
Contrastive Learning Drug Response Models from Natural Language Supervision IJCAI 2024