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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

Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021
Discrete Cosine Transform as Universal Sentence Encoder ACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021
Inducing Language-Agnostic Multilingual Representations ACL 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021
TokenLearner: Adaptive Space-Time Tokenization for Videos NIPS 2021
Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021
Neural Utility Functions AAAI 2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021
Learning with Retrospection AAAI 2021
Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021
Adversarial Directed Graph Embedding AAAI 2021
Adversarial Training Reduces Information and Improves Transferability AAAI 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics NIPS 2021
Self-Supervised Learning Disentangled Group Representation as Feature NIPS 2021
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NIPS 2021
MST: Masked Self-Supervised Transformer for Visual Representation NIPS 2021
Comprehensive Knowledge Distillation with Causal Intervention NIPS 2021