Denis Kuznedelev

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authored a paper 5 months ago

Hogwild! Inference: Parallel LLM Generation via Concurrent Attention

Paper • 2504.06261 • Published Apr 8 • 111

authored a paper 6 months ago

Scale-wise Distillation of Diffusion Models

Paper • 2503.16397 • Published Mar 20 • 42

authored 8 papers 9 months ago

Sparse Finetuning for Inference Acceleration of Large Language Models

Paper • 2310.06927 • Published Oct 10, 2023 • 14

SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Paper • 2306.03078 • Published Jun 5, 2023 • 3

Extreme Compression of Large Language Models via Additive Quantization

Paper • 2401.06118 • Published Jan 11, 2024 • 13

Accurate Neural Network Pruning Requires Rethinking Sparse Optimization

Paper • 2308.02060 • Published Aug 3, 2023 • 1

YaART: Yet Another ART Rendering Technology

Paper • 2404.05666 • Published Apr 8, 2024 • 17

Does Diffusion Beat GAN in Image Super Resolution?

Paper • 2405.17261 • Published May 27, 2024 • 19

PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression

Paper • 2405.14852 • Published May 23, 2024 • 2

Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis

Paper • 2412.01819 • Published Dec 2, 2024 • 36

authored a paper 10 months ago

EvoPress: Towards Optimal Dynamic Model Compression via Evolutionary Search

Paper • 2410.14649 • Published Oct 18, 2024 • 9

authored a paper 12 months ago

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization

Paper • 2409.00492 • Published Aug 31, 2024 • 11