Denis Dimitrov
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(7)
Machine Learning
(6)
Computer Vision
(4)
Generation · Computer Vision
(4)
Artificial Intelligence
(3)
Architectures
(3)
Core AI
(3)
Models
(3)
Optimization & Theory
(3)
Core Methods
(2)
Learning Types
(2)
Techniques
(2)
Natural Language Processing
(1)
Application Areas
(1)
Generation · Natural Language Processing
(1)
Keywords
image generation
(3)
benchmark evaluation
(2)
latent diffusion
(2)
transformer architecture
(2)
text-to-image generation
(2)
generative model
(2)
embedding space
(1)
instruction following
(1)
representation learning
(1)
memory efficiency
(1)
model distillation
(1)
intrinsic dimension
(1)
distributed training
(1)
image inpainting
(1)
text-to-image synthesis
(1)
knowledge graph
(1)
linear approximation
(1)
autoregressive model
(1)
video generation
(1)
zero-shot learning
(1)
Papers
RusCode: Russian Cultural Code Benchmark for Text-to-Image Generation
NAACL 2025
Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework
EMNLP 2024
MERA: A Comprehensive LLM Evaluation in Russian
ACL 2024
OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities
EMNLP 2024
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models
EACL 2024
Your Transformer is Secretly Linear
ACL 2024
Kandinsky: An Improved Text-to-Image Synthesis with Image Prior and Latent Diffusion
EMNLP 2023
Pixel-Level BPE for Auto-Regressive Image Generation
COLING 2022
Survey on Efficient Training of Large Neural Networks
IJCAI 2022