hard negative mining

Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023 Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023 Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023 Self-supervised Example Difficulty Balancing for Local Descriptor Learning ACML 2023 Densely-Packed Object Detection via Hard Negative-Aware Anchor Attention WACV 2022 Exploring Patch-Wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks CVPR 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation COLING 2022 Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval NAACL 2022 ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning ICML 2022 Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022 Saving Dense Retriever from Shortcut Dependency in Conversational Search EMNLP 2022 Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022 Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach IJCAI 2022 Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022 Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021 LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning ICCV 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 Open Domain Question Answering over Tables via Dense Retrieval NAACL 2021 RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning IJCAI 2021 Temporal Context Aggregation for Video Retrieval With Contrastive Learning WACV 2021 Background Data Resampling for Outlier-Aware Classification CVPR 2020 Cross-Batch Memory for Embedding Learning CVPR 2020 Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020 Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning CVPR 2020