Jonathan LYS

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upvoted 2 papers 2 days ago

Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders

Paper • 2601.16208 • Published 3 days ago • 46

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published 4 days ago • 59

upvoted a paper 19 days ago

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 26 days ago • 60

upvoted 2 papers about 1 month ago

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 84

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Paper • 2512.15745 • Published Dec 10, 2025 • 80

upvoted a paper about 2 months ago

Qwen3-VL Technical Report

Paper • 2511.21631 • Published Nov 26, 2025 • 151

upvoted a collection about 2 months ago

REVE

Collection

Model collection of the "REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects" paper. • 4 items • Updated Nov 28, 2025 • 11

upvoted an article about 2 months ago

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Article

Continuous batching from first principles

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Nov 25, 2025

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311

upvoted a collection 2 months ago

FLUX.2

Collection

Our second generation of FLUX • 17 items • Updated 7 days ago • 111

upvoted a paper 2 months ago

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published Nov 20, 2025 • 128

upvoted an article 2 months ago

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Article

We’re open-sourcing our text-to-image model and the process behind it

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Nov 12, 2025

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76

upvoted a paper 2 months ago

REVE: A Foundation Model for EEG -- Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects

Paper • 2510.21585 • Published Oct 24, 2025 • 7

upvoted 4 papers 3 months ago

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 129

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 223

Attention Sinks in Diffusion Language Models

Paper • 2510.15731 • Published Oct 17, 2025 • 49

Diffusion Transformers with Representation Autoencoders

Paper • 2510.11690 • Published Oct 13, 2025 • 166

upvoted 2 papers 4 months ago

CoDA: Coding LM via Diffusion Adaptation

Paper • 2510.03270 • Published Sep 27, 2025 • 43

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 507

upvoted a paper 5 months ago

A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14, 2025 • 34

upvoted a paper 6 months ago

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference

Paper • 2508.02193 • Published Aug 4, 2025 • 136