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# [NeurIPS-2026] Thinking in Boxes: 3D Editing in Real Images Made Easy
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<div>
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<img src="assets/thumbnail.png"
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</div>
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[**Pradhaan S Bhat**](https://pradhaansbhat.github.io/)<sup>1</sup><sup>∗</sup> · [**Naveen Chandra R**](https://www.linkedin.com/in/naveen-chandra-r-7230aa192)<sup>1</sup><sup>∗</sup> · [**Rishubh Parihar**](https://rishubhpar.github.io/)<sup>1</sup> · [**Vaibhav Vavilala**](https://www.linkedin.com/in/vaibhav-vavilala)<sup>2</sup> · [**R. Venkatesh Babu**](https://cds.iisc.ac.in/faculty/venky/)<sup>1</sup> · [**D.A. Forsyth**](http://luthuli.cs.uiuc.edu/~daf/) · [**Anand Bhattad**](https://anandbhattad.github.io/)<sup>4</sup>
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<div>
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<img src="assets/teaser.png"
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</div>
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This is the trained LoRA used in the paper **Thinking In Boxes: 3D Editing in Real Images Made Easy**.
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# [NeurIPS-2026] Thinking in Boxes: 3D Editing in Real Images Made Easy
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<div>
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<img src="assets/thumbnail.png">
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</div>
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[**Pradhaan S Bhat**](https://pradhaansbhat.github.io/)<sup>1</sup><sup>∗</sup> · [**Naveen Chandra R**](https://www.linkedin.com/in/naveen-chandra-r-7230aa192)<sup>1</sup><sup>∗</sup> · [**Rishubh Parihar**](https://rishubhpar.github.io/)<sup>1</sup> · [**Vaibhav Vavilala**](https://www.linkedin.com/in/vaibhav-vavilala)<sup>2</sup> · [**R. Venkatesh Babu**](https://cds.iisc.ac.in/faculty/venky/)<sup>1</sup> · [**D.A. Forsyth**](http://luthuli.cs.uiuc.edu/~daf/) · [**Anand Bhattad**](https://anandbhattad.github.io/)<sup>4</sup>
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[]()
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<div>
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<img src="assets/teaser.png">
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</div>
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This is the trained LoRA used in the paper **Thinking In Boxes: 3D Editing in Real Images Made Easy**.
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