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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

Beyond Normal: On the Evaluation of Mutual Information Estimators NIPS 2023
Hypervolume Maximization: A Geometric View of Pareto Set Learning NIPS 2023
Noether Embedding: Efficient Learning of Temporal Regularities NIPS 2023
Flow Factorized Representation Learning NIPS 2023
Residual Alignment: Uncovering the Mechanisms of Residual Networks NIPS 2023
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning NIPS 2023
Active representation learning for general task space with applications in robotics NIPS 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023
Learning Affinity with Hyperbolic Representation for Spatial Propagation ICML 2023
Learn to Accumulate Evidence from All Training Samples: Theory and Practice ICML 2023
Simple Disentanglement of Style and Content in Visual Representations ICML 2023
Diffusion Based Representation Learning ICML 2023
Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023
Benign Overfitting in Two-layer ReLU Convolutional Neural Networks ICML 2023
Data Representations’ Study of Latent Image Manifolds ICML 2023
Equivariance with Learned Canonicalization Functions ICML 2023
Self-supervised learning of Split Invariant Equivariant representations ICML 2023
Evaluating Self-Supervised Learning via Risk Decomposition ICML 2023
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023
Continual Learners are Incremental Model Generalizers ICML 2023
LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation ICML 2023
Feature Expansion for Graph Neural Networks ICML 2023
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023