EnVision-Research ORG

Official implementation of "LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching"

No description.

Official implementation of "Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction"

DVD: Deterministic Video Depth Estimation with Generative Priors

[CVPR 2025] Official implementation of "Kiss3DGen: Repurposing Image Diffusion Models for 3D Asset Generation"

Official implementation of "Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model"

Official implementation of "DA²: Depth Anything in Any Direction"

Official implementation of UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy

No description.

[SIGGRAPH 2025] Official implementation of 'Motion Inversion For Video Customization'

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Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics (ECCV2024)

No description.

ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback

Official implementation of "DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation"

Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation

No description.

Official implementation of GaussianProperty: Integrating Physical Properties to 3D Gaussians with LMMs.

CVPR 2023 Use NeRF-generated images to train your model.

Official implementation of “LucidFusion: Reconstructing 3D Gaussians with Arbitrary Unposed Images”

[ECCV 2026] DualCamCtrl: Dual-Branch Diffusion Model for Geometry-Aware Camera-Controlled Video Generation

[CVPR 2026] TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models

Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation (ICCV 2023)

Denoising Diffusion Step-aware Models (ICLR2024)

Official implementation of "Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion" [CVPR2025]

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rPPG; domain generalization; domain-label-free approach; NEuron STructure modeling (NEST);agnostic domain generalization.

No description.

[ICML 2026] LatentMorph: Morphing Latent Reasoning into Image Generation

Panoramic Affordance Prediction (PAP) (ECCV 2026)

A4-Agent: An Agentic Framework for Zero-Shot Affordance Reasoning (ECCV 2026)

[ACL 2026] Official implementation of "Less is More: Improving LLM Reasoning with Minimal Test-Time Intervention"

Official implementation of "Streaming Communication in Multi-Agent Reasoning"

[CVPR Findings 2026] Official implementation of "RectifiedHR: Enable Efficient High-Resolution Synthesis via Energy Rectification"

PhysToolBench: Benchmarking Physical Tool Understanding for MLLMs

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GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing

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[ICML 2026] ScalingAR: Scaling Confidence for Autoregressive Image Generation

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STANCE: Motion Coherent Video Generation Via Sparse-to-Dense Anchored Encoding

No description.