Weakly Supervised Learning

Accounting for Confirmation Bias in Crowdsourced Label Aggregation IJCAI 2021 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021 Acquiring a Formality-Informed Lexical Resource for Style Analysis EACL 2021 ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization AAAI 2021 Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition Interspeech 2021 Action Duration Prediction for Segment-Level Alignment of Weakly-Labeled Videos WACV 2021 Action Unit Memory Network for Weakly Supervised Temporal Action Localization CVPR 2021 Active Learning under Label Shift AISTATS 2021 Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees ICML 2021 A flexible model-free prediction-based framework for feature ranking JMLR 2021 A General Framework for Adversarial Label Learning JMLR 2021 Aggregating and Learning from Multiple Annotators EACL 2021 Agnostic Proper Learning of Halfspaces under Gaussian Marginals COLT 2021 A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization AAAI 2021 AlloST: Low-Resource Speech Translation Without Source Transcription Interspeech 2021 Amendable Generation for Dialogue State Tracking EMNLP 2021 A Mutual Information Maximization Approach for the Spurious Solution Problem in Weakly Supervised Question Answering ACL 2021 Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021 Anchor-Constrained Viterbi for Set-Supervised Action Segmentation CVPR 2021 An Efficient Algorithm for Deep Stochastic Contextual Bandits AAAI 2021 An Enhanced Advising Model in Teacher-Student Framework using State Categorization AAAI 2021 An Expert Annotated Dataset for the Detection of Online Misogyny EACL 2021 Annotation Confidence vs. Training Sample Size: Trade-Off Solution for Partially-Continuous Categorical Emotion Recognition Interspeech 2021 Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation CVPR 2021 An Uncertainty-Aware Encoder for Aspect Detection EMNLP 2021