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MIVPG and Instance Correlation: Enhanced Multi-Instance Learning
Manage episode 519741180 series 3474148
This story was originally published on HackerNoon at: https://hackernoon.com/mivpg-and-instance-correlation-enhanced-multi-instance-learning.
MIVPG uses a Correlated Self-Attention (CSA) module to unveil instance correlation, fulfilling all MIL properties while outperforming Q-Former.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #deep-learning, #mivpg, #instance-correlation, #correlated-self-attention, #multiple-instance-learning, #q-former-extension, #visual-representations, #low-rank-projection, and more.
This story was written by: @instancing. Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com.
MIVPG uses a Correlated Self-Attention (CSA) module to unveil instance correlation, fulfilling all MIL properties while outperforming Q-Former. CSA improves aggregation and reduces time complexity.
442 episodes
Manage episode 519741180 series 3474148
This story was originally published on HackerNoon at: https://hackernoon.com/mivpg-and-instance-correlation-enhanced-multi-instance-learning.
MIVPG uses a Correlated Self-Attention (CSA) module to unveil instance correlation, fulfilling all MIL properties while outperforming Q-Former.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #deep-learning, #mivpg, #instance-correlation, #correlated-self-attention, #multiple-instance-learning, #q-former-extension, #visual-representations, #low-rank-projection, and more.
This story was written by: @instancing. Learn more about this writer by checking @instancing's about page, and for more stories, please visit hackernoon.com.
MIVPG uses a Correlated Self-Attention (CSA) module to unveil instance correlation, fulfilling all MIL properties while outperforming Q-Former. CSA improves aggregation and reduces time complexity.
442 episodes
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