instance discrimination

From Detection to Association: Learning Discriminative Object Embeddings for Multi-Object Tracking CVPR 2026 Localization-Anchored Instance Discrimination for Domain Adaptive Person Search AAAI 2026 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations ICLR 2025 Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024 Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023 Contextually Affinitive Neighborhood Refinery for Deep Clustering NeurIPS 2023 Contrastive Learning with the Feature Reconstruction Amplifier AAAI 2023 DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery EMNLP 2023 EquiMod: An Equivariance Module to Improve Visual Instance Discrimination ICLR 2023 Intra-Batch Supervision for Panoptic Segmentation on High-Resolution Images WACV 2023 Self-Distilled Self-Supervised Representation Learning WACV 2023 Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023 Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning ICLR 2023 Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023 Active Contrastive Set Mining for Robust Audio-Visual Instance Discrimination IJCAI 2022 CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022 Incremental False Negative Detection for Contrastive Learning ICLR 2022 Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022 Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022 Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images IJCAI 2022 Audio-Visual Instance Discrimination with Cross-Modal Agreement CVPR 2021 Can contrastive learning avoid shortcut solutions? NeurIPS 2021 Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation ICLR 2021