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Representation Learning

2843 directly classified papers

Papers per year

Papers

Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks INTERSPEECH 2020
Learning Syllable-Level Discrete Prosodic Representation for Expressive Speech Generation INTERSPEECH 2020
Multi-Stream Attention-Based BLSTM with Feature Segmentation for Speech Emotion Recognition INTERSPEECH 2020
Speech Rate Task-Specific Representation Learning from Acoustic-Articulatory Data INTERSPEECH 2020
Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition CVPR 2020
Correspondence Networks With Adaptive Neighbourhood Consensus CVPR 2020
Explaining Knowledge Distillation by Quantifying the Knowledge CVPR 2020
GaitPart: Temporal Part-Based Model for Gait Recognition CVPR 2020
Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020
Towards Visually Explaining Variational Autoencoders CVPR 2020
Risk Bounds for Reservoir Computing JMLR 2020
UCF-STAR: A Large Scale Still Image Dataset for Understanding Human Actions AAAI 2020
Relational Learning for Joint Head and Human Detection AAAI 2020
Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020
With More Contexts Comes Better Performance: Contextualized Sense Embeddings for All-Round Word Sense Disambiguation EMNLP 2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020
Are “Undocumented Workers” the Same as “Illegal Aliens”? Disentangling Denotation and Connotation in Vector Spaces EMNLP 2020
Investigating representations of verb bias in neural language models EMNLP 2020
Semantic Label Smoothing for Sequence to Sequence Problems EMNLP 2020
COD3S: Diverse Generation with Discrete Semantic Signatures EMNLP 2020
Sequence-Level Mixed Sample Data Augmentation EMNLP 2020
RankMI: A Mutual Information Maximizing Ranking Loss CVPR 2020
Exploiting Sentence Order in Document Alignment EMNLP 2020
Spatiotemporal Fusion in 3D CNNs: A Probabilistic View CVPR 2020