Ivan Oseledets

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authored 9 papers 25 days ago

General Lipschitz: Certified Robustness Against Resolvable Semantic Transformations via Transformation-Dependent Randomized Smoothing

Paper • 2309.16710 • Published Aug 17, 2023

NAG-GS: Semi-Implicit, Accelerated and Robust Stochastic Optimizer

Paper • 2209.14937 • Published Sep 29, 2022

Sparse and Transferable Universal Singular Vectors Attack

Paper • 2401.14031 • Published Jan 25, 2024

SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers

Paper • 2410.07383 • Published Oct 9, 2024

Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network

Paper • 2008.05441 • Published Aug 12, 2020

Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long Contexts

Paper • 2506.05229 • Published Jun 5 • 37

Geopolitical biases in LLMs: what are the "good" and the "bad" countries according to contemporary language models

Paper • 2506.06751 • Published about 1 month ago • 72

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

Paper • 2506.06395 • Published Jun 5 • 126

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

Paper • 2503.19948 • Published Mar 25

authored a paper about 1 month ago

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

Paper • 2505.21189 • Published May 27 • 62

authored 9 papers 3 months 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 • 210

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 • 4

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

Paper • 2503.18878 • Published Mar 24 • 119

authored a paper 4 months ago

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

Paper • 2503.01375 • Published Mar 3 • 5