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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

Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Ambiguity-Induced Contrastive Learning for Instance-Dependent Partial Label Learning IJCAI 2022
Domain Generalization through the Lens of Angular Invariance IJCAI 2022
HCSC: Hierarchical Contrastive Selective Coding CVPR 2022
Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds NIPS 2022
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold NIPS 2022
Representing Spatial Trajectories as Distributions NIPS 2022
Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NIPS 2022
Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs NIPS 2022
Invariant and Transportable Representations for Anti-Causal Domain Shifts NIPS 2022
Laplacian Autoencoders for Learning Stochastic Representations NIPS 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NIPS 2022
Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning CVPR 2022
Balanced Multimodal Learning via On-the-Fly Gradient Modulation CVPR 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Unified Contrastive Learning in Image-Text-Label Space CVPR 2022
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information CVPR 2022
Bridging Global Context Interactions for High-Fidelity Image Completion CVPR 2022
Adaptive Hierarchical Representation Learning for Long-Tailed Object Detection CVPR 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022