Instance Retrieval

3 papers across 2 sessions

Poster Session 3

2 papers

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization

#4918 · Michael Green, Matan Levy, Issar Tzachor, Dvir Samuel, Nir Darshan, Rami Ben-Ari

We suggest a novel method and new benchmark for image retrieval with small objects

QuARI: Query Adaptive Retrieval Improvement

#4806 · Eric Xing, Abby Stylianou, Robert Pless, Nathan Jacobs

Hypernetwork-based framework for dynamic adaption of precomputed database features.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations

#4913 · Christina Kassab, Sacha Morin, Martin Büchner, Matias Mattamala, Kumaraditya Gupta, Abhinav Valada, Liam Paull, Maurice Fallon

We present OpenLex3D, a new benchmark for evaluating 3D open-vocabulary representations which captures real-world linguistic variability, and provides insights on feature precision, segmentation and downstream capabilities.