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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

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
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
Searching for Alignment in Face Recognition AAAI 2021
C3SL at SemEval-2021 Task 1: Predicting Lexical Complexity of Words in Specific Contexts with Sentence Embeddings ACL 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
Model Selection for Bayesian Autoencoders NIPS 2021
Compressive Visual Representations NIPS 2021
Statistically and Computationally Efficient Linear Meta-representation Learning NIPS 2021