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Atomizer-IO: Beyond Pixels, Patches and Grids

Paper recorded by Signals 4 on 2026-09-30 in cs.CV. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-30 on arXiv · recorded by Signals 4 on 2026-10-01

Category: cs.CV · 计算机视觉 · first seen 2026-10-01

Abstract

Most vision architectures assume that observations lie on a regular grid, an effective abstraction for natural images but a restrictive one for sensing data whose channels, temporal sampling, spatial resolution, and geometry can vary. Generic set-based architectures remove the grid, but also remove useful spatial inductive biases. We introduce Atomizer-IO, an architecture that places observations

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#18 most recent of 380 cs.CV papers we have recorded · ↑ newer: I Have a Stream: Making Self-Supervised Learning Work on Continuous Vi · ↓ older: GLARE: Generating Listening Heads with Appropriate Reactions
Cite this page: Atomizer-IO: Beyond Pixels, Patches and Grids: the #18 most recent of 380 cs.CV papers we have recorded (as of 2026-09-30). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/atomizer-io-beyond-pixels-patches-and-grids.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable: papers.json
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