TriSampler: A Better Negative Sampling Principle for Dense Retrieval.
Zhen YangZhou ShaoYuxiao DongJie TangPublished in: CoRR (2024)
Keyphrases
- dense sampling
- efficient retrieval
- document retrieval
- monte carlo
- information retrieval
- image description
- shape retrieval
- multimedia databases
- query expansion
- relevance feedback
- image retrieval
- information retrieval systems
- positive and negative
- structured documents
- retrieval method
- test collection
- retrieval accuracy
- image database
- parameter space
- text retrieval
- retrieval systems
- sample size
- stereo correspondence
- training data
- sampling strategy
- database