Representation Learning

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021 Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021 Exploring the Role of BERT Token Representations to Explain Sentence Probing Results EMNLP 2021 Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications AAAI 2021 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021 Extreme Low-Light Environment-Driven Image Denoising Over Permanently Shadowed Lunar Regions With a Physical Noise Model CVPR 2021 Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021 Fast and Compact Bilinear Pooling by Shifted Random Maclaurin AAAI 2021 Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition CVPR 2021 Feature Fusion by Attention Networks for Robust DOA Estimation Interspeech 2021 Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021 Few-Shot Font Style Transfer Between Different Languages WACV 2021 Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021 Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue AAAI 2021 Fine-grained Entity Typing via Label Reasoning EMNLP 2021 Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement Interspeech 2021 Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021 Forecasting Irreversible Disease via Progression Learning CVPR 2021 Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021 Fostering Generalization in Single-View 3D Reconstruction by Learning a Hierarchy of Local and Global Shape Priors CVPR 2021 Fourier Space Losses for Efficient Perceptual Image Super-Resolution ICCV 2021 Frequency-Aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection CVPR 2021 Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021 FVC: A New Framework Towards Deep Video Compression in Feature Space CVPR 2021 GATSBI: Generative Agent-Centric Spatio-Temporal Object Interaction CVPR 2021