conftrace_

instance selection

35 papers

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Co-occurring keywords

active learning (1301) few-shot learning (3398) noisy label learning (163) feature selection (649) text classification (6793) reinforcement learning (4352) deep neural network (1803) multiple instance learning (227) data annotation (101) text generation (2913)

Papers

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