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Representation Learning

4,516 papers

Papers per year

Papers

Overcoming a Theoretical Limitation of Self-Attention ACL 2022
Emergent Language-Based Coordination In Deep Multi-Agent Systems EMNLP 2022
Language Models as Knowledge Embeddings IJCAI 2022
Prototype-Based Explanations for Graph Neural Networks (Student Abstract) AAAI 2022
Automatic Error Analysis for Document-level Information Extraction ACL 2022
Adaptive Kernel Graph Neural Network AAAI 2022
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns NAACL 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Learning Unseen Emotions from Gestures via Semantically-Conditioned Zero-Shot Perception with Adversarial Autoencoders AAAI 2022
Recurring the Transformer for Video Action Recognition CVPR 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
Unsupervised Token-level Hallucination Detection from Summary Generation By-products EMNLP 2022
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022
Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022
Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation ACL 2022
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs AAAI 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models EMNLP 2022
Learning Graph Regularisation for Guided Super-Resolution CVPR 2022
Semantic Feature Discovery with Code Mining and Semantic Type Detection AAAI 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation CVPR 2022