AIMO-EPFL

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jdeschena

authored a paper 3 months ago

Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall

Paper • 2510.19304 • Published Oct 22, 2025 • 24

jdeschena

authored a paper 4 months ago

Partition Generative Modeling: Masked Modeling Without Masks

Paper • 2505.18883 • Published May 24, 2025

barpitf

authored 4 papers 6 months ago

QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models

Paper • 2310.08041 • Published Oct 12, 2023 • 1

Lossy and Lossless (L$^2$) Post-training Model Size Compression

Paper • 2308.04269 • Published Aug 8, 2023

From Markov to Laplace: How Mamba In-Context Learns Markov Chains

Paper • 2502.10178 • Published Feb 14, 2025

Building on Efficient Foundations: Effectively Training LLMs with Structured Feedforward Layers

Paper • 2406.16450 • Published Jun 24, 2024

jdeschena

authored a paper 8 months ago

The Diffusion Duality

Paper • 2506.10892 • Published Jun 12, 2025 • 37

PAug

authored a paper 12 months ago

Improving Autoformalization using Type Checking

Paper • 2406.07222 • Published Jun 11, 2024

jdeschena

authored 3 papers over 1 year ago

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Paper • 2410.21035 • Published Oct 28, 2024

Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders

Paper • 2410.22366 • Published Oct 28, 2024 • 84

Going beyond Compositions, DDPMs Can Produce Zero-Shot Interpolations

Paper • 2405.19201 • Published May 29, 2024

larsquaedvlieg

authored a paper almost 2 years ago

Maximum Independent Set: Self-Training through Dynamic Programming

Paper • 2310.18672 • Published Oct 28, 2023 • 1