Computer Vision

DIFIX3D+ improves 3D reconstructions by reducing artifacts via single-step diffusion models, enhancing novel-view synthesis quality and consistency.

DREAM ENGINE: Text-image interleaved control made easy, unifying text and visual cues for creative image generation.

Mobius generates seamless looping videos from text using latent shift, repurposing pre-trained models without training.

EDGS: Achieves faster, high-quality dynamic scene rendering by sparse time-variant attribute modeling and intelligent static area filtering.

ArtGS: Achieves state-of-the-art, efficient interactable replicas of complex articulated objects via Gaussian Splatting.

X-Dancer: Expressive dance video generation from music and a single image!

VideoGrain: Fine-grained video editing via space-time attention!

Plane-DUSt3R: Leveraging pre-trained models for unposed sparse views room layout reconstruction, enhancing robustness and generalization.

GCC: Color constancy through diffusion, inpainting a color checker for stable illumination estimation.

DICEPTION: A generalist diffusion model for visual perceptual tasks.

M3-AGIQA: A multimodal AI solution that comprehensively assesses AI-generated image quality, achieving state-of-the-art performance by distilling online MLLM capabilities into a local model.

RelaCtrl: Relevance-guided control boosts diffusion transformer efficiency, cutting parameters by intelligently allocating resources.

PhotoDoodle: Mimicking artistic image editing with personalized decorative elements through learning from few-shot pairwise data.

KITAB-Bench: A new multi-domain Arabic OCR benchmark to bridge the performance gap with English OCR technologies.

Personalizing video models for dynamic concepts is now achievable with Set-and-Sequence: enabling high-fidelity generation, editing, and composition!

CrossOver: Flexible scene-level cross-modal alignment via modality-agnostic embeddings, unlocking robust 3D scene understanding.

JL1-CD: New all-inclusive dataset & multi-teacher knowledge distillation framework for robust remote sensing change detection, achieving state-of-the-art results!

New geolocation dataset & reasoning framework enhance accuracy and interpretability by leveraging human gameplay data.

MaskGWM: Improves driving world models by using video mask reconstruction for better generalization.

MagicArticulate automates 3D model animation preparation by generating skeletons and skinning weights, overcoming prior manual methods’ limitations, and introducing Articulation-XL, a large-scale benc…