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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

Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NIPS 2022
Cross-Linked Unified Embedding for cross-modality representation learning NIPS 2022
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NIPS 2022
Embrace the Gap: VAEs Perform Independent Mechanism Analysis NIPS 2022
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning NIPS 2022
Learning single-index models with shallow neural networks NIPS 2022
GULP: a prediction-based metric between representations NIPS 2022
Formalizing Consistency and Coherence of Representation Learning NIPS 2022
Geodesic Graph Neural Network for Efficient Graph Representation Learning NIPS 2022
Sparse Winning Tickets are Data-Efficient Image Recognizers NIPS 2022
Redundancy-Free Message Passing for Graph Neural Networks NIPS 2022
Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NIPS 2022
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees NIPS 2022
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NIPS 2022
Conditional Meta-Learning of Linear Representations NIPS 2022
Forecasting Characteristic 3D Poses of Human Actions CVPR 2022
Contextualized Spatio-Temporal Contrastive Learning With Self-Supervision CVPR 2022
What Do Navigation Agents Learn About Their Environment? CVPR 2022
Unsupervised Visual Representation Learning by Online Constrained K-Means CVPR 2022
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance With Expanded Views CVPR 2022
When Does Contrastive Visual Representation Learning Work? CVPR 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022
Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022