Representation Learning

Disentangled Information Bottleneck AAAI 2021 Disentangled Recurrent Wasserstein Autoencoder ICLR 2021 Disentangling Representations of Text by Masking Transformers EMNLP 2021 Distilling Localization for Self-Supervised Representation Learning AAAI 2021 Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NeurIPS 2021 Distributed Representations of Emotion Categories in Emotion Space ACL 2021 Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021 Dive Into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition CVPR 2021 Does My Representation Capture X? Probe-Ably ACL 2021 Do Language Models Know the Way to Rome? EMNLP 2021 Do Long-Range Language Models Actually Use Long-Range Context? EMNLP 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 DOTS: Decoupling Operation and Topology in Differentiable Architecture Search CVPR 2021 Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer CVPR 2021 DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation CVPR 2021 DropLoss for Long-Tail Instance Segmentation AAAI 2021 Dynamic Class Queue for Large Scale Face Recognition in the Wild CVPR 2021 Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021 DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation ACL 2021 Ecco: An Open Source Library for the Explainability of Transformer Language Models ACL 2021 EDGAR-CORPUS: Billions of Tokens Make The World Go Round EMNLP 2021 Effective Sequence-to-Sequence Dialogue State Tracking EMNLP 2021 Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent EMNLP 2021 Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021 Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion CVPR 2021