…Models (2026) Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context (2026) OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model (2026) MemMachine: A Ground-Truth…
…Micro-Serving Text-to-Image Diffusion Workflows (2026) Diffusion Model as a Generalist Segmentation Learner (2026) StructDiff: A Structure-Preserving and Spatially Controllable Diffusion Model for Single-Image Generation (2026) The Thinking…
…Compact Semantic Representations Enable Normalizing Flows for Image Generation (2026) Exploring Time Conditioning in Diffusion Generative Models from Disjoint Noisy Data Manifolds (2026) Please give a thumbs up to this comment if…
…AI-generated summary Text-based 2D image editing models have recently reached an impressive level of maturity, motivating a growing body of work that heavily depends on these models to drive 3D…
…Process-Aware Online Alignment for Generative Real-World Image Super-Resolution (2026) VisualDeltas: Learning Preferences from Visual Quality Perturbations (2026) Please give a thumbs up to this comment if you found it…
…AI-generated summary Diffusion Transformers (DiT) trained with flow matching in a VAE latent space have unified visual generation across images and videos. A natural next step toward a single architecture for…
…acting first as a Disagreement Planner , the model generates a neutral, instance-specific verification checklist. Transitioning into a Checklist Verifier , it executes these self-generated checks against the image and question to…
…lack of generative capability, but because they do not sustain grounded exploration. Models often overlook relevant entities, under-examine critical parts, or hallucinate attributes not grounded in the image. Motivated by this…
…Bridging Natural Language, Code, and Image for Unified Retrieval (2026) The Geometry of Compromise: Unlocking Generative Capabilities via Controllable Modality Alignment (2026) NanoVDR: Distilling a 2B Vision-Language Retriever into a 70M…
…The following papers were recommended by the Semantic Scholar API Morphology-Consistent Humanoid Interaction through Robot-Centric Video Synthesis (2026) ImagiNav: Scalable Embodied Navigation via Generative Visual Prediction and Inverse Dynamics (2026…