Ivan Oseledets

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authored 9 papers 12 days ago

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

Paper • 2311.05928 • Published Nov 10, 2023 • 1

Memory-Efficient Backpropagation through Large Linear Layers

Paper • 2201.13195 • Published Jan 31, 2022 • 1

Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction

Paper • 2202.00441 • Published Feb 1, 2022 • 1

General Covariance Data Augmentation for Neural PDE Solvers

Paper • 2301.12730 • Published Jan 30, 2023

LoTR: Low Tensor Rank Weight Adaptation

Paper • 2402.01376 • Published Feb 2, 2024

CLEAR: Character Unlearning in Textual and Visual Modalities

Paper • 2410.18057 • Published Oct 23, 2024 • 209

ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations

Paper • 2406.04709 • Published Jun 7, 2024

MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding

Paper • 2502.03183 • Published Feb 5 • 1

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

Paper • 2503.18878 • Published 13 days ago • 112

upvoted a paper 13 days ago

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

Paper • 2503.18878 • Published 13 days ago • 112

liked a dataset 14 days ago

therem/CLEAR

Viewer • Updated 18 days ago • 51.4k • 1.55k • 8

upvoted a paper 27 days ago

RuCCoD: Towards Automated ICD Coding in Russian

Paper • 2502.21263 • Published Feb 28 • 129

upvoted a collection 30 days ago

DNA language models

Collection

9 items • Updated Apr 17, 2024 • 7

upvoted a paper 30 days ago

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

Paper • 2503.01375 • Published Mar 3 • 5

authored 2 papers about 1 month ago

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

Paper • 2503.01375 • Published Mar 3 • 5

LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

Paper • 2502.15007 • Published Feb 20 • 170

upvoted a paper about 1 month ago

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

Paper • 2502.13063 • Published Feb 18 • 69

upvoted a paper 4 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 a paper 6 months ago

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

Paper • 2410.05363 • Published Oct 7, 2024 • 45

upvoted a paper 7 months ago

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

Paper • 2409.01322 • Published Sep 2, 2024 • 96