TriSampler: A Better Negative Sampling Principle for Dense Retrieval.
Zhen YangZhou ShaoYuxiao DongJie TangPublished in: AAAI (2024)
Keyphrases
- dense sampling
- positive and negative
- image description
- information retrieval
- image database
- relevance feedback
- efficient retrieval
- image retrieval
- retrieval systems
- information retrieval systems
- query expansion
- document retrieval
- retrieval accuracy
- random sampling
- neural network
- stereo correspondence
- content based retrieval
- data sets
- parameter space
- retrieval method
- query formulation
- structured documents
- retrieval model
- multimedia documents
- sampling methods
- monte carlo
- probabilistic model
- sampled data
- computer vision