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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

Adversarial Teacher-Student Representation Learning for Domain Generalization NIPS 2021
Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech INTERSPEECH 2021
Speech Emotion Recognition via Multi-Level Cross-Modal Distillation INTERSPEECH 2021
Deep kernels with probabilistic embeddings for small-data learning UAI 2021
Understanding self-supervised learning dynamics without contrastive pairs ICML 2021
Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers ICML 2021
Multiple Instance Captioning: Learning Representations From Histopathology Textbooks and Articles CVPR 2021
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase EACL 2021
Neural Transformation Learning for Deep Anomaly Detection Beyond Images ICML 2021
Self-Supervised 3D Hand Pose Estimation From Monocular RGB via Contrastive Learning ICCV 2021
WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space ICCV 2021
Conformer: Local Features Coupling Global Representations for Visual Recognition ICCV 2021
Understanding Noise Injection in GANs ICML 2021
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations ICML 2021
Does My Representation Capture X? Probe-Ably IJCNLP 2021
Building Affordance Relations for Robotic Agents - A Review IJCAI 2021
Improving Zero-Shot Translation by Disentangling Positional Information IJCNLP 2021
Language Modelling as a Multi-Task Problem EACL 2021
A Receptor Skeleton for Capsule Neural Networks ICML 2021
Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021
Graph Game Embedding AAAI 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
Revisiting Mahalanobis Distance for Transformer-Based Out-of-Domain Detection AAAI 2021
Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021