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Kanika Madan

10 papers hereh-index 9611 citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author8

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI2
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedAccounting for Variance in Machine Learning Benchmarks

40 citations · 54 across the 9 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

A Scalable Attention-Based Approach for Image-to-3D Texture Mapping

Arianna Rampini, Kanika Madan, Bruno Roy +2

High-quality textures are critical for realistic 3D content creation, yet existing generative methods are slow, rely on UV maps, and often fail to remain faithful to a reference im…

cs.CV2024

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings

Aditya Sanghi, Aliasghar Khani, Pradyumna Reddy +5

Large-scale 3D generative models require substantial computational resources yet often fall short in capturing fine details and complex geometries at high resolutions. We attribute…

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