A decoder transformer with learnable queries plus a low-rank parallel adapter for frozen DINOv2 achieves state-of-the-art visual place recognition on multiple benchmarks with reduced training memory.
Cricavpr: Cross-image correlation-aware representation learning for visual place recognition,
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EDTformer: An Efficient Decoder Transformer for Visual Place Recognition
A decoder transformer with learnable queries plus a low-rank parallel adapter for frozen DINOv2 achieves state-of-the-art visual place recognition on multiple benchmarks with reduced training memory.