Semi-Supervised Learning

Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation NeurIPS 2021 Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual Consistency IJCAI 2021 On Data-Augmentation and Consistency-Based Semi-Supervised Learning ICLR 2021 Online Learning in Variable Feature Spaces under Incomplete Supervision AAAI 2021 Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification ICCV 2021 On the Learning Dynamics of Semi-Supervised Training for ASR Interspeech 2021 OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data EMNLP 2021 OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization NeurIPS 2021 OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in an Open World CVPR 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021 ORDisCo: Effective and Efficient Usage of Incremental Unlabeled Data for Semi-Supervised Continual Learning CVPR 2021 Our Learned Lessons from Cross-Lingual Speaker Verification: The CRMI-DKU System Description for the Short-Duration Speaker Verification Challenge 2021 Interspeech 2021 Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning NeurIPS 2021 Paired Examples as Indirect Supervision in Latent Decision Models EMNLP 2021 Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021 PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding AAAI 2021 PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021 Perturb, Predict & Paraphrase: Semi-Supervised Learning using Noisy Student for Image Captioning IJCAI 2021 PIAP-DF: Pixel-Interested and Anti Person-Specific Facial Action Unit Detection Net With Discrete Feedback Learning ICCV 2021 Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation ICCV 2021 Points As Queries: Weakly Semi-Supervised Object Detection by Points CVPR 2021 Polyphone Disambiguation in Mandarin Chinese with Semi-Supervised Learning Interspeech 2021 Positive-Unlabeled Data Purification in the Wild for Object Detection CVPR 2021 Predictive Adversarial Learning from Positive and Unlabeled Data AAAI 2021 Probabilistic Model Distillation for Semantic Correspondence CVPR 2021