Self-Supervised Learning

ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction NeurIPS 2021 Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021 Visually-Grounded Library of Behaviors for Manipulating Diverse Objects across Diverse Configurations and Views CoRL 2021 Visual Speech for Obstructive Sleep Apnea Detection Interspeech 2021 VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ACL 2021 Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021 Watching You: Global-Guided Reciprocal Learning for Video-Based Person Re-Identification CVPR 2021 wav2vec-C: A Self-Supervised Model for Speech Representation Learning Interspeech 2021 Weakly Supervised Contrastive Learning ICCV 2021 Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021 Weakly-supervised Text Classification Based on Keyword Graph EMNLP 2021 We Are More Than Our Joints: Predicting How 3D Bodies Move CVPR 2021 What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions ICLR 2021 What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021 What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021 When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NeurIPS 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 WHOSe Heritage: Classification of UNESCO World Heritage Statements of "Outstanding Universal Value” with Soft Labels EMNLP 2021 WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021 Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks NAACL 2021 With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ICCV 2021 WittyKiddy: Multilingual Spoken Language Learning for Kids Interspeech 2021 WRIME: A New Dataset for Emotional Intensity Estimation with Subjective and Objective Annotations NAACL 2021 XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021