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CR-JEPA: Cross-Modal Joint-Embedding Predictive Learning for Remote Sensing Image Retrieval

arXiv:2606.00706v2 Announce Type: replace Abstract: Cross-modal remote sensing image retrieval aims to retrieve semantically related scenes across heterogeneous sensing modalities. This remains challenging because paired observations may differ substantially in imaging physics, spatial resolution, spectral configuration, and visual appearance. Moreover, a single retrieval projection trained with one objective may be insufficient to jointly support cross-modal semantic alignment and...

arXiv CS 1d ago

SPECTRA: Synthetic IR Test Collections with Relevance Oracles and Controlled Distractor Diagnostics

Announce Type: new Abstract: Scalable information retrieval testing needs corpora that are large enough to stress index construction, ranking latency, query routing, and evaluation tooling, yet human-judged test collections remain expensive and may be unavailable when documents are private or still under design. This paper introduces SPECTRA, a reproducible framework for generating synthetic text corpora and retrieval test collections through a separation of latent topical structure, surface...

arXiv CS 9d ago

Delhi man spends Rs 14,000 flying to Hyderabad for interview, rejected in 10 mins

The story of a Delhi jobseeker who travelled to Hyderabad for an interview, spending about ₹14,000 on flight tickets and reportedly being turned down in 10 minutes, has led to a wider discussion online about hiring practices, travel reimbursements and the growing desperation among candidates in a tough job market. A user on the r/delhi forum of Reddit shared the incident, saying he works in industrial fermentation and had been shortlisted for a fermentation-related role at a “major pharma...

Times of India 7d ago