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Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation (2025)

Xin Zhang et al.

6.34

BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation (2025)

Yuyang Peng et al.

3.81

WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents (2026)

Yao Zhang et al.

1.94

AVERE: Improving Audiovisual Emotion Reasoning with Preference Optimization (2026)

Ashutosh Chaubey et al.

1.94

VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents (2026)

Udi Barzelay et al.

1.94

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation (2026)

Chenxi Zhao et al.

1.94

Continuous Latent Diffusion Language Model (2026)

Hongcan Guo et al.

1.94

Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis (2026)

Mor Ventura et al.

1.94

InstanceControl: Controllable Complex Image Generation without Instance Labeling (2026)

Xiaoyu Liu et al.

1.94

Trajectory as the Teacher: Few-Step Discrete Flow Matching via Energy-Navigated Distillation (2026)

Amin Karimi Monsefi et al.

1.89

Diffutron: A Masked Diffusion Language Model for Turkish Language (2026)

Şuayp Talha Kocabay et al.

1.78

Generative Visual Code Mobile World Models (2026)

Woosung Koh et al.

1.72

Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch (2026)

Hyunwoo Kim et al.

1.72

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

Bozhou Li et al.

1.72

MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents (2025)

Kuicai Dong et al.

1.28

Mixture-of-Mamba: Enhancing Multi-Modal State-Space Models with Modality-Aware Sparsity (2025)

Weixin Liang et al.

1.28

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

Alex Jinpeng Wang et al.

1.28

Iterative Value Function Optimization for Guided Decoding (2025)

Zhenhua Liu et al.

1.28

RepText: Rendering Visual Text via Replicating (2025)

Haofan Wang et al.

1.28

UniBiomed: A Universal Foundation Model for Grounded Biomedical Image Interpretation (2025)

Linshan Wu et al.

1.28

Improving large language models with concept-aware fine-tuning (2025)

Michael K. Chen et al.

1.28

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation (2025)

Jingjing Chang et al.

1.28

MMSearch-R1: Incentivizing LMMs to Search (2025)

Jinming Wu et al.

1.28

T-LoRA: Single Image Diffusion Model Customization Without Overfitting (2025)

Vera Soboleva et al.

1.28

Towards Multimodal Understanding via Stable Diffusion as a Task-Aware Feature Extractor (2025)

Vatsal Agarwal et al.

1.28

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning (2025)

Senqiao Yang et al.

1.28

Finding Dori: Memorization in Text-to-Image Diffusion Models Is Less Local Than Assumed (2025)

Antoni Kowalczuk et al.

1.28

Multi-Agent Game Generation and Evaluation via Audio-Visual Recordings (2025)

Alexia Jolicoeur-Martineau

1.28

German4All - A Dataset and Model for Readability-Controlled Paraphrasing in German (2025)

Miriam Anschütz et al.

1.28

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

Yuan Gong et al.

1.28

When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs (2025)

Abhirama Subramanyam Penamakuri et al.

1.28

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation (2025)

Shufan Li et al.

1.28

No Tokens Wasted: Leveraging Long Context in Biomedical Vision-Language Models (2025)

Min Woo Sun et al.

1.28

MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval (2025)

Siyue Zhang et al.

1.28

The German Commons - 154 Billion Tokens of Openly Licensed Text for German Language Models (2025)

Lukas Gienapp et al.

1.28

Machine Text Detectors are Membership Inference Attacks (2025)

Ryuto Koike et al.

1.28

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

Xiaochuang Han et al.

1.28

LongCat-Image Technical Report (2025)

Meituan LongCat Team et al.

1.28

Inserting Anybody in Diffusion Models via Celeb Basis (2023)

Ge Yuan et al.

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On the Reliability of Watermarks for Large Language Models (2023)

John Kirchenbauer et al.

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Leveraging Unpaired Data for Vision-Language Generative Models via Cycle Consistency (2023)

Tianhong Li et al.

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What's In My Big Data? (2023)

Yanai Elazar et al.

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COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training (2024)

Alex Jinpeng Wang et al.

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

Yanyu Li et al.

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MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation (2024)

Kunpeng Song et al.

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DOCCI: Descriptions of Connected and Contrasting Images (2024)

Yasumasa Onoe et al.

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SpeechVerse: A Large-scale Generalizable Audio Language Model (2024)

Nilaksh Das et al.

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PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM (2024)

Tao Yang et al.

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OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation (2024)

Kepan Nan et al.

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xGen-VideoSyn-1: High-fidelity Text-to-Video Synthesis with Compressed Representations (2024)

Can Qin et al.

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HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models (2024)

Haoran Que et al.

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Vector-ICL: In-context Learning with Continuous Vector Representations (2024)

Yufan Zhuang et al.

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

Krzysztof Ociepa et al.

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HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems (2024)

Jiejun Tan et al.

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TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation (2024)

Wenhao Wang et al.

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