Awesome generative

Unified Thinker: A General Reasoning Modular Core for Image Generation (2026)

Sashuai Zhou et al.

1.94

Rethinking Generative Recommender Tokenizer: Recsys-Native Encoding and Semantic Quantization Beyond LLMs (2026)

Yu Liang et al.

1.94

Unified Personalized Reward Model for Vision Generation (2026)

Yibin Wang et al.

1.94

Data Darwinism Part I: Unlocking the Value of Scientific Data for Pre-training (2026)

Yiwei Qin et al.

1.94

Free Lunch for Pass@k? Low Cost Diverse Sampling for Diffusion Language Models (2026)

Sean Lamont et al.

1.94

POLCA: Stochastic Generative Optimization with LLM (2026)

Xuanfei Ren et al.

1.94

Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training (2026)

Peng Sun et al.

1.94

How Well Does Generative Recommendation Generalize? (2026)

Yijie Ding et al.

1.94

Demystifying When Pruning Works via Representation Hierarchies (2026)

Shwai He et al.

1.94

GEMS: Agent-Native Multimodal Generation with Memory and Skills (2026)

Zefeng He et al.

1.94

FlowPIE: Test-Time Scientific Idea Evolution with Flow-Guided Literature Exploration (2026)

Qiyao Wang et al.

1.94

LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling (2026)

Yuxin Chen et al.

1.94

Image Generators are Generalist Vision Learners (2026)

Valentin Gabeur et al.

1.94

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators (2026)

Zachary Novack et al.

1.94

Light-WAM: Efficient World Action Models with State-Fusion Action Decoding (2026)

Ziang Li et al.

1.94

The Verification Horizon: No Silver Bullet for Coding Agent Rewards (2026)

Binghai Wang et al.

1.94

Audio-Omni: Extending Multi-modal Understanding to Versatile Audio Generation and Editing (2026)

Zeyue Tian et al.

1.83

(1D) Ordered Tokens Enable Efficient Test-Time Search (2026)

Zhitong Gao et al.

1.83

Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers (2026)

Bozhou Li et al.

1.72

Flow-based Extremal Mathematical Structure Discovery (2026)

Gergely Bérczi et al.

1.67

Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens (2025)

Dongwon Kim et al.

1.28

AnyStory: Towards Unified Single and Multiple Subject Personalization in Text-to-Image Generation (2025)

Junjie He et al.

1.28

Exploring the sustainable scaling of AI dilemma: A projective study of corporations' AI environmental impacts (2025)

Clément Desroches et al.

1.28

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation (2025)

Alex Jinpeng Wang et al.

1.28

VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation (2025)

Wenhao Wang et al.

1.28

Teaching Metric Distance to Autoregressive Multimodal Foundational Models (2025)

Jiwan Chung et al.

1.28

VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary (2025)

Kevin Qinghong Lin et al.

1.28

Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family (2025)

Pierre-Carl Langlais et al.

1.28

NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search (2025)

Sunhao Dai et al.

1.28

ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback (2025)

Litao Guo et al.

1.28

Native-Resolution Image Synthesis (2025)

Zidong Wang et al.

1.28

DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis (2025)

Liana Patel et al.

1.28

OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning (2025)

Yuan Gong et al.

1.28

RewardDance: Reward Scaling in Visual Generation (2025)

Jie Wu et al.

1.28

SimpleFold: Folding Proteins is Simpler than You Think (2025)

Yuyang Wang et al.

1.28

DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on Indian Culture (2025)

Arijit Maji et al.

1.28

Video models are zero-shot learners and reasoners (2025)

Thaddäus Wiedemer et al.

1.28

RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models (2025)

Aashiq Muhamed et al.

1.28

VR-Thinker: Boosting Video Reward Models through Thinking-with-Image Reasoning (2025)

Qunzhong Wang et al.

1.28

DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation (2025)

Yu Zhou et al.

1.28

Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains (2025)

Austin Xu et al.

1.28

Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences (2025)

Zhuoran Jin et al.

1.28

Can World Simulators Reason? Gen-ViRe: A Generative Visual Reasoning Benchmark (2025)

Xinxin Liu et al.

1.28

SPARK: Stepwise Process-Aware Rewards for Reference-Free Reinforcement Learning (2025)

Salman Rahman et al.

1.28

TV2TV: A Unified Framework for Interleaved Language and Video Generation (2025)

Xiaochuang Han et al.

1.28

JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction (2025)

Atsuyuki Miyai et al.

1.28

A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding (2023)

Andrea Burns et al.

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BiPhone: Modeling Inter Language Phonetic Influences in Text (2023)

Abhirut Gupta et al.

—

Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT) (2023)

Parsa Kavehzadeh et al.

—

Large Language Models as Analogical Reasoners (2023)

Michihiro Yasunaga et al.

—

Localizing and Editing Knowledge in Text-to-Image Generative Models (2023)

Samyadeep Basu et al.

—

Generative Multimodal Models are In-Context Learners (2023)

Quan Sun et al.

—

VideoPoet: A Large Language Model for Zero-Shot Video Generation (2023)

Dan Kondratyuk et al.

—

SymbolicAI: A framework for logic-based approaches combining generative models and solvers (2024)

Marius-Constantin Dinu et al.

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Generative Representational Instruction Tuning (2024)

Niklas Muennighoff et al.

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TextCraftor: Your Text Encoder Can be Image Quality Controller (2024)

Yanyu Li et al.

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RL for Consistency Models: Faster Reward Guided Text-to-Image Generation (2024)

Owen Oertell et al.

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K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences (2024)

Zhikai Li et al.

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Compositional 3D-aware Video Generation with LLM Director (2024)

Hanxin Zhu et al.

—

Bielik 7B v0.1: A Polish Language Model -- Development, Insights, and Evaluation (2024)

Krzysztof Ociepa et al.

—

Awesome generative

Key papers

generative

Awesome generative

Key papers