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Representation Learning

401 directly classified papers

Papers per year

Papers

ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation AAAI 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
FInfer: Frame Inference-Based Deepfake Detection for High-Visual-Quality Videos AAAI 2022
On the Geometry of Concreteness ACL 2022
HSE at LSCDiscovery in Spanish: Clustering and Profiling for Lexical Semantic Change Discovery ACL 2022
$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension NIPS 2022
CoToHiLi at LSCDiscovery: the Role of Linguistic Features in Predicting Semantic Change ACL 2022
On the data requirements of probing ACL 2022
Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks ACL 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022
Spherization Layer: Representation Using Only Angles NIPS 2022
SignRFF: Sign Random Fourier Features NIPS 2022
Deep Neural Representations for Multiword Expressions Detection ACL 2022
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings ACL 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings ACL 2022
Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022
Detailed Facial Geometry Recovery from Multi-View Images by Learning an Implicit Function AAAI 2022
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution ACL 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models NIPS 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NIPS 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
TreeCaps: Tree-Based Capsule Networks for Source Code Processing AAAI 2021