Weakly Supervised Learning

Causal Imitation Learning under Temporally Correlated Noise ICML 2022 C-CAM: Causal CAM for Weakly Supervised Semantic Segmentation on Medical Image CVPR 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022 CIGMO: Categorical invariant representations in a deep generative framework UAI 2022 Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization NeurIPS 2022 Classifying Unstructured Clinical Notes via Automatic Weak Supervision MLHC 2022 Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation CVPR 2022 CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation CVPR 2022 Co-Advise: Cross Inductive Bias Distillation CVPR 2022 Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition Interspeech 2022 Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework Interspeech 2022 Composing Structure-Aware Batches for Pairwise Sentence Classification ACL 2022 Conditional Contrastive Learning with Kernel ICLR 2022 Conditional Object-Centric Learning from Video ICLR 2022 Confidence-based Reliable Learning under Dual Noises NeurIPS 2022 Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022 Confidence Measure for Automatic Age Estimation From Speech Interspeech 2022 Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022 Continual Semantic Segmentation Leveraging Image-level Labels and Rehearsal IJCAI 2022 Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 Controlled Text Reduction EMNLP 2022 Co-training an Unsupervised Constituency Parser with Weak Supervision ACL 2022 Counterfactual Prediction for Outcome-Oriented Treatments ICML 2022