Representation Learning

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021 Fisher Auto-Encoders AISTATS 2021 Fitting summary statistics of neural data with a differentiable spiking network simulator NeurIPS 2021 Flexible Option Learning NeurIPS 2021 Flow-Based Kernel Prior With Application to Blind Super-Resolution CVPR 2021 Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation NeurIPS 2021 Focus Attention: Promoting Faithfulness and Diversity in Summarization ACL 2021 Focus on Local: Detecting Lane Marker From Bottom Up via Key Point CVPR 2021 Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design ICML 2021 For self-supervised learning, Rationality implies generalization, provably ICLR 2021 Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors CVPR 2021 Fourier Bases for Solving Permutation Puzzles AISTATS 2021 Fourier Contour Embedding for Arbitrary-Shaped Text Detection CVPR 2021 Fourier Neural Operator for Parametric Partial Differential Equations ICLR 2021 Fractal Autoencoders for Feature Selection AAAI 2021 Framing RNN as a kernel method: A neural ODE approach NeurIPS 2021 FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021 From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NeurIPS 2021 From characters to words: the turning point of BPE merges EACL 2021 From Contexts to Locality: Ultra-High Resolution Image Segmentation via Locality-Aware Contextual Correlation ICCV 2021 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021 From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021 From Local Structures to Size Generalization in Graph Neural Networks ICML 2021 From Two to One: A New Scene Text Recognizer With Visual Language Modeling Network ICCV 2021 F-T-LSTM Based Complex Network for Joint Acoustic Echo Cancellation and Speech Enhancement Interspeech 2021