Vision Receptive
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Related Articles from SNS
Med-URWKV{\dag}: Toward Enhanced Pretrained Pure VRWKV Models for Medical Image Segmentation
arXiv:2506.10858v2 Announce Type: replace-cross Abstract: Medical image segmentation is a fundamental task in computer-aided diagnosis and treatment. Existing approaches based on CNNs, ViTs, Mamba, and hybrid models still suffer from limitations such as restricted receptive fields, high computational cost, or insufficient accuracy. Recently, Vision Receptive-field Weighted Key-Value (VRWKV) models have emerged as a promising alternative,delivering strong long-range dependency modeling for...
FOVI: A biologically-inspired foveated interface for deep vision models
arXiv:2602.03766v2 Announce Type: replace Abstract: Human vision is foveated, with variable resolution peaking at the center of a large field of view; this reflects an efficient trade-off for active sensing, allowing eye-movements to bring different parts of the world into focus with other parts of the world in context. In contrast, most computer vision systems encode the visual world at a uniform resolution, raising challenges for processing full-field high-resolution images efficiently. We...
From eye anatomy to navigation: a biologically accurate model of bees polarisation vision
Skylight polarisation patterns provide a critical navigational cue for many insects. Bees perceive these patterns through specialised ommatidia in the dorsal rim area of their compound eyes, enabling them to estimate the suns direction and navigate between food sources and the hive. Although polarisation-based navigation has been extensively studied behaviourally, computational models that link DRA anatomy with navigational performance are lacking.
A Retinomorphic Optical Spiking Neuron for Camouflaged Object Detection
arXiv:2606.00818v1 Announce Type: new Abstract: Advanced vision systems require retinomorphic, energy-efficient spike-based preprocessing of dynamic visual scenes. Here, we demonstrate multiple retinal preprocessing functionalities by leveraging a Hodgkin-Huxley-based optical spiking neuron (OSHN) that incorporates a two-dimensional anti-ambipolar phototransistor operated in the subthreshold regime to minimize power consumption. OSHN exhibits wavelength- and intensity-sensitive spike...
Ranking college football's top 100 newcomers for t...
If the upcoming 2026 college football season is anything like its predecessor, transfer quarterbacks and top freshmen will be crucial for many College Football Playoff runs. And by now, with less than 100 days until the start of the season, we can assess rosters and what players did during spring practice with their new teams. While we have analyzed the top newcomer for each Power 4 team, these rankings are regardless of teams.
Browns WR Jerry Jeudy aims to return to Pro Bowl f...
BEREA, Ohio -- The Cleveland Browns drafted two wide receivers -- KC Concepcion and Denzel Boston -- in the first two rounds of the 2026 NFL draft, but in the eyes of general manager Andrew Berry, it didn't change the vision for the team's incumbent WR1, Jerry Jeudy. "Zero impact on Jerry. He's our bell cow," Berry said after Day 2 of the draft.
The back-channel bid to go soft on Maduro
When Marco Rubio was named secretary of State, many in both South Florida Republican circles and the American energy industry exulted. But one man who bridged both worlds knew he had a problem. A longtime investor in Venezuela, the main source of crude oil needed to produce the asphalt that had made his family rich, Harry Sargeant III kept relations with top officials in Caracas even as they seized most foreign oil holdings.
2027 recruiting class rankings: Miami surges into ...
As anticipated, commitments are on the rise and expected to continue to tick up. Miami was a key mover as it pushed into the top-five with multiple four-star additions. One of those was SC Next 300 DE Jaiden Bryant who flipped from LSU.
Magenta RealTime 2: Open and Local Live Music Models
We’re excited to share Magenta RealTime 2 (MRT2), a state-of-the-art open model and efficient real-time inference engine that enables you to build and play AI musical instruments on your laptop! To get started, download the apps on your MacBook (requires Apple Silicon). Unlike other large generative music models that work offline to turn a prompt into a track, MRT2 is a live, interactive model that you can control with MIDI and audio, in addition to text.
From the Octagon to the Oval office: White, Trump and a 25-year friendship
THE 28TH INSTALLMENT of the Ultimate Fighting Championship was a trial run. Though 36 states had banned the UFC, the New Jersey State Athletic Control Board allowed the then-owner, Semaphore Entertainment Group, to host its first sanctioned event on Nov. 17, 2000, at the Taj Mahal in Atlantic City, a hotel and casino owned by real estate mogul Donald Trump. Fighter Randy Couture returned to the UFC for the first time since 1997 and recaptured his heavyweight championship against Kevin...