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Representation Learning

2843 directly classified papers

Papers per year

Papers

Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021
More Identifiable yet Equally Performant Transformers for Text Classification ACL 2021
Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective IJCAI 2021
Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape Constraints IJCAI 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning IJCAI 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
Rescuing Deep Hashing from Dead Bits Problem IJCAI 2021
Adversarial Feature Disentanglement for Long-Term Person Re-identification IJCAI 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge CONLL 2021
Learning Interclass Relations for Intravenous Contrast Phase Classification in CT MIDL 2021
Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021
Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020
Goal-Aware Prediction: Learning to Model What Matters ICML 2020
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020
Prior-aware Composition Inference for Spectral Topic Models AISTATS 2020
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features CVPR 2020
Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory NIPS 2020
Attention-Based Context Aware Reasoning for Situation Recognition CVPR 2020
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
Increasing the Intelligibility and Naturalness of Alaryngeal Speech Using Voice Conversion and Synthetic Fundamental Frequency INTERSPEECH 2020
Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching INTERSPEECH 2020
Speech Emotion Recognition with Discriminative Feature Learning INTERSPEECH 2020
Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition INTERSPEECH 2020