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D\'ej\`a View: Looping Transformers for Multi-View 3D Reconstruction
arXiv:2605.30215v2 Announce Type: replace Abstract: Recent feed-forward 3D reconstruction transformers have scaled to over a billion parameters, following the broader trend of increasing model capacity in computer vision. Yet emerging evidence suggests that contiguous transformer layers often behave like repeated applications of similar operations, and multi-view reconstruction transformers refine their predictions progressively across decoder depth. We posit that model depth partially buys...
Encoded Jamming Secure Communication for RIS-Assisted Systems
Announce Type: replace Abstract: This paper investigates a cooperative jamming (CJ)-aided secure wireless communication system. Conventional CJ schemes transmit Gaussian noise (GN) to improve security, which inherently degrades the legitimate receiver's performance. While encoded jamming (EJ) mitigates this interference, its superiority over GN is highly channel-dependent.
NHS doctor who admitted hating British weather chat fired for lack of communication skills
NHS doctor who admitted hating British weather chat fired for lack of communication skills Dr Maryna Anatolyeva says people did not talk about the weather in her native Belarus - Bookmark A Belarusian NHS doctor, who admitted struggling with “small talk” and British weather chat, has lost her unfair dismissal case after being fired for communication issues. Dr Maryna Anatolyeva's £100,000 lawsuit against the health service was rejected by an employment judge, who found she was sacked because...