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Representation Learning

4,925 papers

Papers per year

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Papers

Convolutional Hough Matching Networks CVPR 2021
Trainable Ranking Models to Evaluate the Semantic Accuracy of Data-to-Text Neural Generator EMNLP 2021
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks AISTATS 2021
Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021
Online Graph Dictionary Learning ICML 2021
Physics-constrained Automatic Feature Engineering for Predictive Modeling in Materials Science AAAI 2021
Few-Shot Font Style Transfer Between Different Languages WACV 2021
wav2vec-C: A Self-Supervised Model for Speech Representation Learning INTERSPEECH 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
Summarize-then-Answer: Generating Concise Explanations for Multi-hop Reading Comprehension EMNLP 2021
RAW-C: Relatedness of Ambiguous Words in Context (A New Lexical Resource for English) ACL 2021
Fast and Compact Bilinear Pooling by Shifted Random Maclaurin AAAI 2021
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation CVPR 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors AAAI 2021
Disentangling Representations of Text by Masking Transformers EMNLP 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting With Their Explanations CVPR 2021
Learning Term Embeddings for Lexical Taxonomies AAAI 2021
Searching for Alignment in Face Recognition AAAI 2021
HumanGPS: Geodesic PreServing Feature for Dense Human Correspondences CVPR 2021
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021
Locality Preserving Sentence Encoding EMNLP 2021
Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing CVPR 2021