conftrace_

instance selection

36 papers

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Co-occurring keywords · papers mentioning both

active learning (11) noisy label learning (3) feature selection (3) text classification (3) few-shot learning (3) reinforcement learning (3) deep neural network (2) multiple instance learning (2) data annotation (2) multi-instance learning (2)

Papers

Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026 IDEAL-M3D: Instance Diversity-Enriched Active Learning for Monocular 3D Detection WACV 2026 Learning with Structure: Computing Consistent Subsets on Structurally-Regular Graphs AAAI 2026 Neighbor-aware Instance Refining with Noisy Labels for Cross-Modal Retrieval AAAI 2026 Active Few-Shot Learning for Text Classification NAACL 2025 A Novel Sparse Active Online Learning Framework for Fast and Accurate Streaming Anomaly Detection Over Data Streams IJCAI 2025 MP-Nav: Enhancing Data Poisoning Attacks against Multimodal Learning ICML 2025 Revisiting Active Learning under (Human) Label Variation EMNLP 2025 Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation AAAI 2025 Unleashing Potentials of Vision-Language Models for Zero-Shot HOI Detection WACV 2025 Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization EMNLP 2024 FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024 Noisy Multi-Label Text Classification via Instance-Label Pair Correction NAACL 2024 Reinforced Multiple Instance Selection for Speaker Attribute Prediction NAACL 2024 Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024 Characterizing the Impacts of Instances on Robustness ACL 2023 DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023 Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information IJCAI 2022 CHIA: CHoosing Instances to Annotate for Machine Translation EMNLP 2022 Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022 Instance Selection: A Bayesian Decision Theory Perspective AAAI 2022 Noise-Resistant Deep Metric Learning With Ranking-Based Instance Selection CVPR 2021 On Training Instance Selection for Few-Shot Neural Text Generation ACL 2021 Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL 2020 Instance Selection for GANs NeurIPS 2020