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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

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
Multi-View Masked World Models for Visual Robotic Manipulation ICML 2023
Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023
A Picture of the Space of Typical Learnable Tasks ICML 2023
The Numerical Stability of Hyperbolic Representation Learning ICML 2023
Robustness in Multimodal Learning under Train-Test Modality Mismatch ICML 2023
Dink-Net: Neural Clustering on Large Graphs ICML 2023
Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023