Andrey Kuznetsov

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authored 9 papers 4 days ago

Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences

Paper • 2508.03542 • Published Aug 5, 2025 • 5

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Paper • 2508.05305 • Published Aug 7, 2025 • 47

Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models

Paper • 2505.17974 • Published May 23, 2025

RoboBenchMart: Benchmarking Robots in Retail Environment

Paper • 2511.10276 • Published Nov 13, 2025 • 1

Kandinsky 3: Text-to-Image Synthesis for Multifunctional Generative Framework

Paper • 2410.21061 • Published Oct 28, 2024

ESQA: Event Sequences Question Answering

Paper • 2407.12833 • Published Jul 3, 2024

GigaEvo: An Open Source Optimization Framework Powered By LLMs And Evolution Algorithms

Paper • 2511.17592 • Published Nov 17, 2025 • 119

NoReGeo: Non-Reasoning Geometry Benchmark

Paper • 2601.10254 • Published 29 days ago

Back to Basics: Revisiting Exploration in Reinforcement Learning for LLM Reasoning via Generative Probabilities

Paper • 2602.05281 • Published 8 days ago • 15

authored 4 papers 7 months ago

Inverse-and-Edit: Effective and Fast Image Editing by Cycle Consistency Models

Paper • 2506.19103 • Published Jun 23, 2025 • 42

Listener-Rewarded Thinking in VLMs for Image Preferences

Paper • 2506.22832 • Published Jun 28, 2025 • 23

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback

Paper • 2507.02321 • Published Jul 3, 2025 • 39

T-LoRA: Single Image Diffusion Model Customization Without Overfitting

Paper • 2507.05964 • Published Jul 8, 2025 • 120

authored 7 papers 8 months ago

MOVE: A Mixture-of-Vision-Encoders Approach for Domain-Focused Vision-Language Processing

Paper • 2502.15381 • Published Feb 21, 2025 • 1

ImageReFL: Balancing Quality and Diversity in Human-Aligned Diffusion Models

Paper • 2505.22569 • Published May 28, 2025 • 56

Image Reconstruction as a Tool for Feature Analysis

Paper • 2506.07803 • Published Jun 9, 2025 • 29

FastFace: Tuning Identity Preservation in Distilled Diffusion via Guidance and Attention

Paper • 2505.21144 • Published May 27, 2025 • 2

DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization

Paper • 2505.20975 • Published May 27, 2025 • 36

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models

Paper • 2506.06395 • Published Jun 5, 2025 • 133

Test-Time Reasoning Through Visual Human Preferences with VLMs and Soft Rewards

Paper • 2503.19948 • Published Mar 25, 2025 • 1