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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

Hierarchical Encoders for Modeling and Interpreting Screenplays NAACL 2021
Enhancing Cognitive Models of Emotions with Representation Learning NAACL 2021
Scalable Few-Shot Learning of Robust Biomedical Name Representations NAACL 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021
Representations of Meaning in Neural Networks for NLP: a Thesis Proposal NAACL 2021
Multifaceted Domain-Specific Document Embeddings NAACL 2021
SCRIPT: Self-Critic PreTraining of Transformers NAACL 2021
Learning Paralinguistic Features from Audiobooks through Style Voice Conversion NAACL 2021
Self-Alignment Pretraining for Biomedical Entity Representations NAACL 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task IJCNLP 2021
WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
PALM: Probabilistic area loss Minimization for Protein Sequence Alignment UAI 2021
Group-Aware Contrastive Regression for Action Quality Assessment ICCV 2021
Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases ICCV 2021
Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning. ICCV 2021
PR-Net: Preference Reasoning for Personalized Video Highlight Detection ICCV 2021
Distributional Robustness Loss for Long-Tail Learning ICCV 2021
Geography-Aware Self-Supervised Learning ICCV 2021
Contrasting Contrastive Self-Supervised Representation Learning Pipelines ICCV 2021
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
Contrastive Learning of Image Representations With Cross-Video Cycle-Consistency ICCV 2021
Learning To Hallucinate Examples From Extrinsic and Intrinsic Supervision ICCV 2021