Adobe research papers

Company · 8 papers · 118 citations · latest Sep 2026

8 of 8 papers, newest first

Date	Paper	Topic	Citations
Sep 18, 2026	Designer-RSI: Evolving Procedural Memory from User Traffic for Agentic Graphic DesignUnverifiedProfessional graphic design is a long-horizon agentic task in which structured, editable artifacts emerge from many interdependent actions, yet outcomes admit no reliable programmatic oracle.Agents and evaluation · Sep 2026 · Unverified	Agents and evaluation	0
Aug 7, 2026	Beyond Starry Night: Shortcut-Aware Control-State Planning for Artist-Grounded Text to Image GenerationUnverifiedAtelier improves artist-grounded image generation by translating vague artistic intent into explicit control states that separate scene content from style, reducing reliance on stereotypical shortcuts.Multimodal and robotics · Aug 2026 · Unverified	Multimodal and robotics	1
Mar 18, 2026	LoST: Level of Semantics Tokenization for 3D ShapesUnverifiedLevel-of-Semantics Tokenization (LoST) improves 3D shape generation by ordering tokens based on semantic salience and using a novel relational alignment loss for better reconstruction and efficiency.Multimodal and robotics · Mar 2026 · Unverified	Multimodal and robotics	3
Mar 17, 2026	WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric RepresentationUnverifiedVideo diffusion transformers enhanced with camera pose representation enable precise action control and long-term 3D consistency in interactive gaming environments through physics-based action spaces and geometric grounding.Multimodal and robotics · Mar 2026 · Unverified	Multimodal and robotics	10
Jan 22, 2026	Memory-V2V: Augmenting Video-to-Video Diffusion Models with MemoryUnverifiedMemory-V2V enhances multi-turn video editing by maintaining cross-consistency through explicit memory mechanisms and efficient token compression in video-to-video diffusion models.Multimodal and robotics · Jan 2026 · Unverified	Multimodal and robotics	1
Dec 19, 2025	Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and EditingUnverifiedLatent diffusion models using representation encoder features face challenges in semantic compactness and pixel-level reconstruction, which are addressed through a semantic-pixel reconstruction objective that enables compact yet semantically rich representations for unified text-to-image and image editing tasks.Multimodal and robotics · Dec 2025 · Unverified	Multimodal and robotics	22
Dec 12, 2025	V-RGBX: Video Editing with Accurate Controls over Intrinsic PropertiesUnverifiedV-RGBX presents an end-to-end framework for intrinsic-aware video editing that combines video inverse rendering, photorealistic video synthesis, and keyframe-based editing with physically grounded intrinsic channel manipulation.Multimodal and robotics · Dec 2025 · Unverified	Multimodal and robotics	5
Nov 3, 2025	MotionStream: Real-Time Video Generation with Interactive Motion ControlsUnverifiedMotionStream enables real-time video generation with sub-second latency and up to 29 FPS by distilling a text-to-video model with motion control into a causal student using Self Forcing with Distribution Matching Distillation and sliding-window causal attention with attention sinks.Multimodal and robotics · Nov 2025 · Unverified	Multimodal and robotics	76

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Sources: each lab's own papers and arXiv, with citation and upvote counts from Semantic Scholar and Hugging Face. One-line summaries are for orientation, not a substitute for the paper. Logos via logo.dev; trademarks belong to their owners.

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