Dmitry Tarasov

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upvoted a paper 11 days ago

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

Paper • 2511.17592 • Published 20 days ago • 118

upvoted a paper 3 months ago

A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression

Paper • 2412.17483 • Published Dec 23, 2024 • 34

upvoted 4 papers 5 months ago

NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining

Paper • 2507.14119 • Published Jul 18 • 58

RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization

Paper • 2507.12142 • Published Jul 16 • 36

T-LoRA: Single Image Diffusion Model Customization Without Overfitting

Paper • 2507.05964 • Published Jul 8 • 119

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

Paper • 2506.19103 • Published Jun 23 • 42

upvoted 3 papers 6 months ago

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

Paper • 2506.06395 • Published Jun 5 • 133

Image Reconstruction as a Tool for Feature Analysis

Paper • 2506.07803 • Published Jun 9 • 29

Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts

Paper • 2506.05229 • Published Jun 5 • 38

upvoted 2 papers 9 months ago

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders

Paper • 2503.18878 • Published Mar 24 • 119

When Less is Enough: Adaptive Token Reduction for Efficient Image Representation

Paper • 2503.16660 • Published Mar 20 • 72

upvoted a paper 10 months ago

Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity

Paper • 2502.13063 • Published Feb 18 • 72

upvoted a paper 11 months ago

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Paper • 2501.13200 • Published Jan 22 • 69

upvoted a paper 12 months ago

Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72

upvoted 2 papers about 1 year ago

nGPT: Normalized Transformer with Representation Learning on the Hypersphere

Paper • 2410.01131 • Published Oct 1, 2024 • 10

Emu3: Next-Token Prediction is All You Need

Paper • 2409.18869 • Published Sep 27, 2024 • 95

upvoted 2 papers over 1 year ago

Your Transformer is Secretly Linear

Paper • 2405.12250 • Published May 19, 2024 • 158

OmniFusion Technical Report

Paper • 2404.06212 • Published Apr 9, 2024 • 77