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Papers
FALCON: False-Negative Aware Learning of Contrastive Negatives in Vision-Language Alignment
CVPR 2026
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction
EACL 2026
CAPTURE: Context-Aware Prompt Injection Testing and Robustness Enhancement
ACL 2025
Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning
ICML 2025
Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with LLMs
EMNLP 2025
Negative Metric Learning for Graphs
IJCAI 2025
Active Domain Adaptation with False Negative Prediction for Object Detection
CVPR 2024
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
ICML 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval
AAAI 2024
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks
AAAI 2024
MAFA: Managing False Negatives for Vision-Language Pre-training
CVPR 2024
Mitigating the Impact of False Negative in Dense Retrieval with Contrastive Confidence Regularization
AAAI 2024
Noisy Multi-Label Text Classification via Instance-Label Pair Correction
NAACL 2024
Online Adaptive Anomaly Thresholding with Confidence Sequences
ICML 2024
What's Outside the Intersection? Fine-Grained Error Analysis for Semantic Segmentation Beyond IoU
WACV 2024
Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification
CVPR 2023
Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data
ACL 2023
F&F Attack: Adversarial Attack against Multiple Object Trackers by Inducing False Negatives and False Positives
ICCV 2023
FocalFormer3D: Focusing on Hard Instance for 3D Object Detection
ICCV 2023
Language Model Pre-training on True Negatives
AAAI 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
CVPR 2023
Logic Unveils Truth, While Disguise Obscures It: Transition Logic Augmented Response Selection for Multi-Turn Dialogue
EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering
EMNLP 2023
Sample-Specific Debiasing for Better Image-Text Models
MLHC 2023
Sampling Better Negatives for Distantly Supervised Named Entity Recognition
ACL 2023