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upvoted a paper 12 days ago

Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms

Paper • 2603.28489 • Published 14 days ago • 30

upvoted a paper 2 months ago

Balancing Understanding and Generation in Discrete Diffusion Models

Paper • 2602.01362 • Published Feb 1 • 17

upvoted a paper 3 months ago

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 99

upvoted 6 papers 4 months ago

DEER: Draft with Diffusion, Verify with Autoregressive Models

Paper • 2512.15176 • Published Dec 17, 2025 • 45

Fast and Accurate Causal Parallel Decoding using Jacobi Forcing

Paper • 2512.14681 • Published Dec 16, 2025 • 42

ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding

Paper • 2512.13586 • Published Dec 15, 2025 • 93

From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs

Paper • 2512.06776 • Published Dec 7, 2025 • 26

Learning Unmasking Policies for Diffusion Language Models

Paper • 2512.09106 • Published Dec 9, 2025 • 11

UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers

Paper • 2512.04504 • Published Dec 4, 2025 • 18

upvoted 4 papers 5 months ago

UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers

Paper • 2511.20123 • Published Nov 25, 2025 • 18

Diffusion Language Models are Super Data Learners

Paper • 2511.03276 • Published Nov 5, 2025 • 132

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

Paper • 2510.22115 • Published Oct 25, 2025 • 85

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

Paper • 2510.25602 • Published Oct 29, 2025 • 79

upvoted 3 papers 6 months ago

Parallel Loop Transformer for Efficient Test-Time Computation Scaling

Paper • 2510.24824 • Published Oct 28, 2025 • 17

Uniform Discrete Diffusion with Metric Path for Video Generation

Paper • 2510.24717 • Published Oct 28, 2025 • 43

FARMER: Flow AutoRegressive Transformer over Pixels

Paper • 2510.23588 • Published Oct 27, 2025 • 59

updated 2 models 6 months ago

GSAI-ML/LLaDA-8B-Instruct

Text Generation • Updated Oct 21, 2025 • 396k • 353

GSAI-ML/LLaDA-8B-Base

Text Generation • Updated Oct 21, 2025 • 241k • 96

upvoted 2 papers 6 months ago

LaSeR: Reinforcement Learning with Last-Token Self-Rewarding

Paper • 2510.14943 • Published Oct 16, 2025 • 40

Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding

Paper • 2510.06308 • Published Oct 7, 2025 • 55