Weakly Supervised Learning

Leveraging Auxiliary Tasks With Affinity Learning for Weakly Supervised Semantic Segmentation ICCV 2021 Leveraging Human Attention in Novel Object Captioning IJCAI 2021 Lexical Normalization for Code-switched Data and its Effect on POS Tagging EACL 2021 LightTag: Text Annotation Platform EMNLP 2021 Linguistic Structures As Weak Supervision for Visual Scene Graph Generation CVPR 2021 List-Decodable Mean Estimation in Nearly-PCA Time NeurIPS 2021 LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval WACV 2021 Lower-Bounded Proper Losses for Weakly Supervised Classification ICML 2021 Medical Dead-ends and Learning to Identify High-Risk States and Treatments NeurIPS 2021 MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021 Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency? CVPR 2021 Meta Label Correction for Noisy Label Learning AAAI 2021 MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021 MFNet: Multi-Filter Directive Network for Weakly Supervised Salient Object Detection ICCV 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer EMNLP 2021 Minimal Supervision for Morphological Inflection EMNLP 2021 Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021 (Mis)alignment Between Stance Expressed in Social Media Data and Public Opinion Surveys EMNLP 2021 MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection CVPR 2021 Mitigating Covariate Shift in Imitation Learning via Offline Data With Partial Coverage NeurIPS 2021 Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity NeurIPS 2021 Mixture Proportion Estimation and PU Learning:A Modern Approach NeurIPS 2021 Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans AAAI 2021 Modeling Multi-Label Action Dependencies for Temporal Action Localization CVPR 2021