… Pixal3D for the first time demonstrates 3D-native pixel-aligned generation at scale, and provides a new inspiring way towards high- fidelity 3D generation of object or scene from single or multi-view images. …
… Instead of compressing each image into a single representation that tends to over-rely on global semantics, MDMF treats every image as a collection of patches, projects each patch into a learnable forensic latent space — the Patch Forensic Signature PFS — and measures the distributional discrepancy… …
… AI-generated summary We present Qwen-Image-2.0, an omni-capable image generation foundation model that unifies high-fidelity generation and precise image editing within a single framework. …
… The following papers were recommended by the Semantic Scholar API CAMEO: A Conditional and Quality-Aware Multi-Agent Image Editing Orchestrator 2026 Large Language Models are Universal Reasoners for Visual Generation 2026 BOOKAGENT: Orchestrating Safety-Aware Visual Narratives via Multi-Agent Cogni… …
… The following papers were recommended by the Semantic Scholar API Language-Free Generative Editing from One Visual Example 2026 EditCaption: Human-Aligned Instruction Synthesis for Image Editing via Supervised Fine-Tuning and Direct Preference Optimization 2026 Edit2Interp: Adapting Image Foundatio… …
… The following papers were recommended by the Semantic Scholar API HP-Edit: A Human-Preference Post-Training Framework for Image Editing 2026 VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignment 2026 A Systematic Post-Train Framework for Video Generation 2026 Reward-Aware Trajecto… …
Papers arxiv:2605.09936 Urban-ImageNet: A Large-Scale Multi-Modal Dataset and Evaluation Framework for Urban Space Perception Published on May 11 Submitted by Yiwei Ou on May 13 University of Auckland Authors: , , , , , , , Abstract Urban-ImageNet presents a large-scale multi-modal dataset and eval… …
… The following papers were recommended by the Semantic Scholar API CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers 2026 simpleposter: a simple baseline for product poster generation 2026 Multimodal Large Language Models for Multi-Subject In-Context Image Generat… …
… View arXiv page View PDF Add to collection Community Many real-world prediction problems combine structured features with text or images: clinical records with X-rays, real-estate metadata with street-view photos, product listings with descriptions and images. …
… One thing that could be explored more is how image generation tools perform under collaborative or production-level use. …