Mask Any Object And Material
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MAOAM: Unified Object and Material Selection with Vision-Language Models
arXiv:2606.04880v1 Announce Type: new Abstract: Selection is a core operation in interactive image editing. To be practical, a user should be able to specify and disambiguate the desired selection region through either text or click-based interactions, and the system should support selecting not only objects but also other criteria, such as materials. Material-based selection is valuable for tasks like re-texturing surfaces or editing instances of a specific material.
SceneConductor: 3D Scene Generation from Single Image with Multi-Agent Orchestration
arXiv:2606.08402v1 Announce Type: new Abstract: Generating complete 3D scenes from a single image requires inferring globally consistent geometry, object relationships, and environmental context from inherently ambiguous visual evidence. Despite recent progress in joint layout-and-mesh generation, existing methods often rely on holistic or weakly decomposed pipelines that entangle many factors at once and demand extensive scene-level supervision, limiting their generalization to complex...
CAD-Prompted SAM3: Geometry-Conditioned Instance Segmentation for Industrial Objects
arXiv:2602.20551v3 Announce Type: replace Abstract: Verbal-prompted segmentation is inherently limited by the expressiveness of natural language and struggles with uncommon, instance-specific, or difficult-to-describe objects: scenarios frequently encountered in manufacturing and 3D printing environments. While image exemplars provide an alternative, they primarily encode appearance cues such as color and texture, which are often unrelated to a part's geometric identity. In industrial...
Prior Availability in Industrial Visual Sim-to-Real: A Review of CAD-Guided and CAD-Unavailable Regimes
arXiv:2605.30581v2 Announce Type: replace Abstract: Industrial visual sim-to-real is often described as transferring from synthetic images to real images, but industrial deployment usually involves a broader mismatch between available evidence and required decisions. A system may be built from CAD renderings, simulated RGB-D observations, normal reference images, synthetic defects, pretrained feature spaces, or language prompts, yet deployed under different sensors, lighting, materials,...
Prior Availability in Industrial Visual Sim-to-Real: A Review of CAD-Guided and CAD-Unavailable Regimes
arXiv:2605.30581v1 Announce Type: new Abstract: Industrial visual sim-to-real is often described as transferring from synthetic images to real images, but industrial deployment usually involves a broader mismatch between available evidence and required decisions. A system may be built from CAD renderings, simulated RGB-D observations, normal reference images, synthetic defects, pretrained feature spaces, or language prompts, yet deployed under different sensors, lighting, materials,...
Shrek, Captain Cook and the stars: Welcome to Brian Robinson's multiverse
Artist Brian Robinson explores everyday magic in Multiverse at Newcastle Art Gallery Mon 8 Jun 2026 at 4:30am Every night as he walks across the yard to his studio in Cairns, Torres Strait Islander artist Brian Robinson looks up at the star-filled sky. "All life, for me, starts off gazing at the cosmos," Robinson tells ABC Arts. This deep interest in cosmology forms the foundation of much of Robinson's art, currently the subject of a major survey at Newcastle Art Gallery.
Forget the Forever Wars. We May Be in Forever Limbo.
President Trump was on a conference call late last month from the Situation Room with leaders from across the Middle East and South Asia to pitch a deal that he believed was within reach to end the conflict in Iran. Trump asked for their support in a roll call, going one by one through Saudi Arabia, the United Arab Emirates, Qatar, Turkey, Egypt, Jordan, Bahrain, and Pakistan. All answered in the affirmative.
Fine-tuning an LLM to write docs like it's 1995
Fine-tuning an LLM to write docs like it's 1995 In my predictions for 2030 I wrote that tech writers would be using specialized LLMs, running locally on powerful hardware. I see hints of this move to “local first” among engineering pundits, but we’re not there yet, in part because of how much more powerful connected frontier models are. That doesn’t mean we can’t experiment, though.
Zeroserve: A zero-config web server you can script with eBPF
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Ask HN: What are tools you have made for yourself since the advent of AI?
I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.