Representation Learning

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ACL 2021 Inducing Language-Agnostic Multilingual Representations ACL 2021 Instabilities of Offline RL with Pre-Trained Neural Representation ICML 2021 Integrating Personalized PageRank into Neural Word Sense Disambiguation EMNLP 2021 Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021 Interpretable Social Anchors for Human Trajectory Forecasting in Crowds CVPR 2021 In the Light of Feature Distributions: Moment Matching for Neural Style Transfer CVPR 2021 Intriguing Properties of Vision Transformers NeurIPS 2021 Invertible Concept-based Explanations for CNN Models with Non-negative Concept Activation Vectors AAAI 2021 Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech ACL 2021 Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021 IQDet: Instance-Wise Quality Distribution Sampling for Object Detection CVPR 2021 Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021 IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization AAAI 2021 Is Sparse Attention more Interpretable? ACL 2021 Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021 Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI CVPR 2021 Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021 Keyphrase Extraction with Incomplete Annotated Training Data EMNLP 2021 Knowledge-Enriched Natural Language Generation EMNLP 2021 Knowledge Refinery: Learning from Decoupled Label AAAI 2021 Label-Enhanced Hierarchical Contextualized Representation for Sequential Metaphor Identification EMNLP 2021 Land Deformation Prediction via Slope-Aware Graph Neural Networks AAAI 2021 Language-agnostic Representation from Multilingual Sentence Encoders for Cross-lingual Similarity Estimation EMNLP 2021 Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling AAAI 2021