Alexander Filippov
5 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
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The Questioner
(2)
Venues
Top co-authors
Research topics
Keywords
wasserstein distance
(1)
image generation
(1)
optimal transport
(1)
topological data analysis
(1)
diffusion model
(1)
latent space
(1)
3d generation
(1)
vision-language model
(1)
text-conditioned generation
(1)
deep generative model
(1)
generative model evaluation
(1)
transport map
(1)
computer-aided design
(1)
input convex neural network
(1)
score distillation
(1)
text-driven generation
(1)
multimodal annotation
(1)
manifold topology
(1)
mode collapse detection
(1)
design history generation
(1)
Papers
CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models
CVPR 2026
A3D: Does Diffusion Dream about 3D Alignment?
ICLR 2025
Quantization-Friendly Winograd Transformations for Convolutional Neural Networks
ECCV 2024
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark
NeurIPS 2021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
NeurIPS 2021