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Representation Learning

4,516 papers

Papers per year

Papers

Analyzing Gender Representation in Multilingual Models ACL 2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning ACL 2022
Unsupervised Geometric and Topological Approaches for Cross-Lingual Sentence Representation and Comparison ACL 2022
“splink” is happy and “phrouth” is scary: Emotion Intensity Analysis for Nonsense Words ACL 2022
Orthogonal Multi-Manifold Enriching of Directed Networks AISTATS 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories COLING 2022
A Hybrid Model of Classification and Generation for Spatial Relation Extraction COLING 2022
Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022
Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022
Finding Influential Instances for Distantly Supervised Relation Extraction COLING 2022
Effect of Post-processing on Contextualized Word Representations COLING 2022
SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022
Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022
Neural Template: Topology-Aware Reconstruction and Disentangled Generation of 3D Meshes CVPR 2022
Learning To Refactor Action and Co-Occurrence Features for Temporal Action Localization CVPR 2022
Comparing Correspondences: Video Prediction With Correspondence-Wise Losses CVPR 2022
Which Model To Transfer? Finding the Needle in the Growing Haystack CVPR 2022
Memory-Augmented Non-Local Attention for Video Super-Resolution CVPR 2022
Neural Texture Extraction and Distribution for Controllable Person Image Synthesis CVPR 2022
Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers CVPR 2022
Estimating Fine-Grained Noise Model via Contrastive Learning CVPR 2022
Remember Intentions: Retrospective-Memory-Based Trajectory Prediction CVPR 2022
UNIST: Unpaired Neural Implicit Shape Translation Network CVPR 2022