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Nina Konovalova

2 accepted papers

2025

A3D: Does Diffusion Dream about 3D Alignment?

ICLR 2025poster

We tackle the problem of text-driven 3D generation from a geometry alignment perspective. Given a set of text prompts, we aim to generate a collection of objects with semantically corresponding parts aligned across them. Recent methods based on Score Distillation have succeeded in distilling the kno…

Cited by 0SourcePDFScholar
2025

DepthART: Monocular Depth Estimation as Autoregressive Refinement Task

IJCAI 2025

Monocular depth estimation has seen significant advances through discriminative approaches, yet their performance remains constrained by the limitations of training datasets. While generative approaches have addressed this challenge by leveraging priors from internet-scale datasets, with recent stud

Cited by 0SourcePDFScholar