instance weighting

Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 BTW: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration EMNLP 2025 A Bayesian Approach to Data Point Selection NeurIPS 2024 Designing Behavior-Aware AI to Improve the Human-AI Team Performance in AI-Assisted Decision Making IJCAI 2024 Doubly Robust Instance-Reweighted Adversarial Training ICLR 2024 GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data ICLR 2024 Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024 IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NeurIPS 2024 Learning model uncertainty as variance-minimizing instance weights ICLR 2024 Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction EMNLP 2023 xiacui at SemEval-2023 Task 11: Learning a Model in Mixed-Annotator Datasets Using Annotator Ranking Scores as Training Weights SemEval 2023 Temporal Generalization for Spoken Language Understanding NAACL 2022 Generalized DataWeighting via Class-Level Gradient Manipulation NeurIPS 2021 Improving Cross-lingual Text Classification with Zero-shot Instance-Weighting ACL 2021 Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight ACL 2020 Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020 IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020 Loss-Based Attention for Deep Multiple Instance Learning AAAI 2020 Partially Zero-shot Domain Adaptation from Incomplete Target Data with Missing Classes WACV 2020 Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020 Universal Source-Free Domain Adaptation CVPR 2020 Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019 Transfer Learning via Minimizing the Performance Gap Between Domains NeurIPS 2019 Instance Weighting with Applications to Cross-domain Text Classification via Trading off Sample Selection Bias and Variance IJCAI 2018