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Ivan Oseledets

oseledets

http://oseledets.github.io

AI & ML interests

Machine learning, deep learning, tensors

Recent Activity

authored a paper 4 days ago

Exploring the Latent Capacity of LLMs for One-Step Text Generation

upvoted a paper 4 days ago

Exploring the Latent Capacity of LLMs for One-Step Text Generation

authored a paper 2 months ago

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models

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oseledets's activity

upvoted a paper 4 days ago

Exploring the Latent Capacity of LLMs for One-Step Text Generation

Paper • 2505.21189 • Published 5 days ago • 56

upvoted a paper 2 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 • 118

upvoted a paper 3 months ago

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 133

upvoted a collection 3 months ago

DNA language models

Collection

9 items • Updated Apr 17, 2024 • 7

upvoted 2 papers 3 months ago

Combining Flow Matching and Transformers for Efficient Solution of Bayesian Inverse Problems

Paper • 2503.01375 • Published Mar 3 • 5

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 6 months ago

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

Paper • 2412.06531 • Published Dec 9, 2024 • 73

upvoted a paper 8 months ago

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation

Paper • 2410.05363 • Published Oct 7, 2024 • 46

upvoted a paper 9 months ago

Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing

Paper • 2409.01322 • Published Sep 2, 2024 • 97

upvoted a paper 10 months ago

POGEMA: A Benchmark Platform for Cooperative Multi-Agent Navigation

Paper • 2407.14931 • Published Jul 20, 2024 • 22

upvoted 2 papers 11 months ago

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34

The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing

Paper • 2406.10601 • Published Jun 15, 2024 • 70

upvoted 3 papers 12 months ago

nabla^2DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials

Paper • 2406.14347 • Published Jun 20, 2024 • 102

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack

Paper • 2406.10149 • Published Jun 14, 2024 • 52

XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning

Paper • 2406.08973 • Published Jun 13, 2024 • 90

upvoted a paper about 1 year ago

OmniFusion Technical Report

Paper • 2404.06212 • Published Apr 9, 2024 • 78