{"total":114,"rows":[{"id":"2312.14238","title":"InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks","created":"2023-12-21","cited_by_count":2565,"area":"mllm"},{"id":"2404.16821","title":"How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites","created":"2024-04-25","cited_by_count":1050,"area":"mllm"},{"id":"2306.13549","title":"A Survey on Multimodal Large Language Models","created":"2023-06-23","cited_by_count":909,"area":"mllm"},{"id":"2507.01006","title":"GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning","created":"2025-07-01","cited_by_count":466,"area":"lr"},{"id":"2306.16527","title":"OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents","created":"2023-06-21","cited_by_count":316,"area":"mllm"},{"id":"2309.15112","title":"InternLM-XComposer: A Vision-Language Large Model for Advanced Text-image Comprehension and Composition","created":"2023-09-26","cited_by_count":297,"area":null},{"id":"2408.04840","title":"mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models","created":"2024-08-09","cited_by_count":291,"area":"mllm"},{"id":"2401.13601","title":"MM-LLMs: Recent Advances in MultiModal Large Language Models","created":"2024-01-24","cited_by_count":278,"area":"mllm"},{"id":"2501.01957","title":"VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction","created":"2025-01-03","cited_by_count":197,"area":"mllm"},{"id":"2510.18234","title":"DeepSeek-OCR: Contexts Optical Compression","created":"2025-10-21","cited_by_count":183,"area":null},{"id":"2409.01704","title":"General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model","created":"2024-09-03","cited_by_count":180,"area":null},{"id":"2408.05211","title":"VITA: Towards Open-Source Interactive Omni Multimodal LLM","created":"2024-08-09","cited_by_count":173,"area":"mllm"},{"id":"2408.15542","title":"Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input","created":"2024-08-28","cited_by_count":134,"area":"mllm"},{"id":"2305.04160","title":"X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages","created":"2023-05-07","cited_by_count":128,"area":"synth"},{"id":"2210.09263","title":"Vision-Language Pre-training: Basics, Recent Advances, and Future Trends","created":"2022-10-17","cited_by_count":117,"area":"mllm"},{"id":"2508.11737","title":"Ovis2.5 Technical Report","created":"2025-08-15","cited_by_count":108,"area":"lr"},{"id":"2410.16261","title":"Mini-InternVL: A Flexible-Transfer Pocket Multimodal Model with 5% Parameters and 90% Performance","created":"2024-10-21","cited_by_count":94,"area":"mllm"},{"id":"2505.04921","title":"Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models","created":"2025-05-08","cited_by_count":90,"area":"lr"},{"id":"2505.02567","title":"Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities","created":"2025-05-05","cited_by_count":85,"area":null},{"id":"2410.08202","title":"Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training","created":"2024-10-10","cited_by_count":82,"area":"mllm"},{"id":"2505.05071","title":"FG-CLIP: Fine-Grained Visual and Textual Alignment","created":"2025-05-08","cited_by_count":81,"area":null},{"id":"2405.16640","title":"A Survey of Multimodal Large Language Model from A Data-centric Perspective","created":"2024-05-26","cited_by_count":75,"area":"mllm"},{"id":"2506.23044","title":"Ovis-U1 Technical Report","created":"2025-06-29","cited_by_count":67,"area":null},{"id":"2506.09344","title":"Ming-Omni: A Unified Multimodal Model for Perception and Generation","created":"2025-06-11","cited_by_count":66,"area":null},{"id":"2504.01934","title":"ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion Refinement","created":"2025-04-02","cited_by_count":54,"area":null},{"id":"2402.05391","title":"Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey","created":"2024-02-08","cited_by_count":53,"area":null},{"id":"2411.17991","title":"VideoLLM Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format","created":"2024-11-27","cited_by_count":47,"area":null},{"id":"2303.12080","title":"Natural Language-Assisted Sign Language Recognition","created":"2023-03-21","cited_by_count":46,"area":null},{"id":"2505.03329","title":"FLUX-Text: A Simple and Advanced Diffusion Transformer Baseline for Scene Text Editing","created":"2025-05-06","cited_by_count":46,"area":"diffusion"},{"id":"2412.09604","title":"SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding","created":"2024-12-12","cited_by_count":42,"area":null},{"id":"2310.00108","title":"Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study","created":"2023-09-29","cited_by_count":38,"area":"safety"},{"id":"2302.12971","title":"BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding","created":"2023-02-25","cited_by_count":36,"area":null},{"id":"2405.20112","title":"RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection","created":"2024-05-30","cited_by_count":36,"area":null},{"id":"2406.07594","title":"MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models","created":"2024-06-11","cited_by_count":34,"area":"mllm"},{"id":"2304.14006","title":"Edit Everything: A Text-Guided Generative System for Images Editing","created":"2023-04-27","cited_by_count":33,"area":null},{"id":"2410.05261","title":"TextHawk2: A Large Vision-Language Model Excels in Bilingual OCR and Grounding with 16x Fewer Tokens","created":"2024-10-07","cited_by_count":32,"area":"mllm"},{"id":"2504.10068","title":"Mavors: Multi-granularity Video Representation for Multimodal Large Language Model","created":"2025-04-14","cited_by_count":32,"area":"mllm"},{"id":"2402.11843","title":"WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection","created":"2024-02-19","cited_by_count":31,"area":null},{"id":"2407.02252","title":"GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models","created":"2024-07-02","cited_by_count":29,"area":"diffusion"},{"id":"2603.25040","title":"Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale","created":"2026-03-26","cited_by_count":29,"area":null},{"id":"2412.09613","title":"PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models","created":"2024-12-12","cited_by_count":25,"area":"mllm"},{"id":"2502.14914","title":"CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness","created":"2025-02-19","cited_by_count":25,"area":"mllm"},{"id":"2412.11694","title":"From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities","created":"2024-12-16","cited_by_count":22,"area":null},{"id":"2405.17927","title":"The Evolution of Multimodal Model Architectures","created":"2024-05-28","cited_by_count":21,"area":null},{"id":"2411.02327","title":"PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance","created":"2024-11-04","cited_by_count":20,"area":"inference"},{"id":"2510.14979","title":"From Pixels to Words -- Towards Native Vision-Language Primitives at Scale","created":"2025-10-16","cited_by_count":18,"area":"mllm"},{"id":"2409.04828","title":"POINTS: Improving Your Vision-language Model with Affordable Strategies","created":"2024-09-07","cited_by_count":17,"area":"mllm"},{"id":"2503.21749","title":"LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis","created":"2025-03-27","cited_by_count":15,"area":null},{"id":"2405.16915","title":"Multilingual Diversity Improves Vision-Language Representations","created":"2024-05-27","cited_by_count":14,"area":null},{"id":"2412.13845","title":"Do Language Models Understand Time?","created":"2024-12-18","cited_by_count":14,"area":null},{"id":"2503.02304","title":"A Token-level Text Image Foundation Model for Document Understanding","created":"2025-03-04","cited_by_count":14,"area":"mllm"},{"id":"2403.16422","title":"Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation","created":"2024-03-25","cited_by_count":13,"area":"diffusion"},{"id":"2505.02471","title":"Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction","created":"2025-05-05","cited_by_count":13,"area":null},{"id":"2507.12566","title":"Mono-InternVL-1.5: Towards Cheaper and Faster Monolithic Multimodal Large Language Models","created":"2025-07-16","cited_by_count":13,"area":"mllm"},{"id":"2510.10921","title":"FG-CLIP 2: A Bilingual Fine-grained Vision-Language Alignment Model","created":"2025-10-13","cited_by_count":13,"area":null},{"id":"2305.14677","title":"Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models","created":"2023-05-24","cited_by_count":12,"area":"diffusion"},{"id":"2401.14688","title":"Taiyi-Diffusion-XL: Advancing Bilingual Text-to-Image Generation with Large Vision-Language Model Support","created":"2024-01-26","cited_by_count":11,"area":"mllm"},{"id":"2412.16158","title":"HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding","created":"2024-12-20","cited_by_count":10,"area":"mllm"},{"id":"2511.14030","title":"Training-free Detection of AI-generated images via Cropping Robustness","created":"2025-11-18","cited_by_count":10,"area":null},{"id":"2310.08166","title":"Ziya-Visual: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning","created":"2023-10-12","cited_by_count":9,"area":"mllm"},{"id":"2407.11502","title":"How Control Information Influences Multilingual Text Image Generation and Editing?","created":"2024-07-16","cited_by_count":9,"area":"diffusion"},{"id":"2412.20704","title":"HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images","created":"2024-12-30","cited_by_count":9,"area":"diffusion"},{"id":"2502.16586","title":"Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review","created":"2025-02-23","cited_by_count":9,"area":"mllm"},{"id":"2209.15270","title":"ERNIE-ViL 2.0: Multi-view Contrastive Learning for Image-Text Pre-training","created":"2022-09-30","cited_by_count":8,"area":"mllm"},{"id":"2405.14517","title":"TUNI: A Textual Unimodal Detector for Identity Inference in CLIP Models","created":"2024-05-23","cited_by_count":8,"area":null},{"id":"2407.01081","title":"CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation","created":"2024-07-01","cited_by_count":8,"area":"mllm"},{"id":"2412.01137","title":"TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition","created":"2024-12-02","cited_by_count":8,"area":null},{"id":"2502.15803","title":"Megrez-Omni Technical Report","created":"2025-02-19","cited_by_count":7,"area":null},{"id":"2309.00952","title":"Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities","created":"2023-09-02","cited_by_count":6,"area":"diffusion"},{"id":"2312.06718","title":"Large Scale Foundation Models for Intelligent Manufacturing Applications: A Survey","created":"2023-12-11","cited_by_count":6,"area":null},{"id":"2509.25682","title":"Few-Shot Synthetic Image Attribution: Identifying Unseen Generators with Limited Samples","created":"2025-09-30","cited_by_count":6,"area":null},{"id":"2311.16673","title":"Large Language Models Meet Computer Vision: A Brief Survey","created":"2023-11-28","cited_by_count":5,"area":null},{"id":"2311.17086","title":"PEA-Diffusion: Parameter-Efficient Adapter with Knowledge Distillation in non-English Text-to-Image Generation","created":"2023-11-28","cited_by_count":5,"area":"diffusion"},{"id":"2403.06361","title":"See Through Their Minds: Learning Transferable Neural Representation from Cross-Subject fMRI","created":"2024-03-11","cited_by_count":5,"area":null},{"id":"2410.09879","title":"TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control","created":"2024-10-13","cited_by_count":5,"area":null},{"id":"2504.13123","title":"Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training","created":"2025-04-17","cited_by_count":5,"area":"mllm"},{"id":"2601.08321","title":"UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing","created":"2026-01-13","cited_by_count":5,"area":null},{"id":"2312.04326","title":"iDesigner: A High-Resolution and Complex-Prompt Following Text-to-Image Diffusion Model for Interior Design","created":"2023-12-07","cited_by_count":4,"area":"diffusion"},{"id":"2401.15896","title":"M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient Pretraining","created":"2024-01-29","cited_by_count":4,"area":"mllm"},{"id":"2505.10921","title":"Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution","created":"2025-05-16","cited_by_count":4,"area":null},{"id":"2506.06279","title":"CoMemo: LVLMs Need Image Context with Image Memory","created":"2025-06-06","cited_by_count":4,"area":"mllm"},{"id":"2312.16486","title":"PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion","created":"2023-12-27","cited_by_count":3,"area":"diffusion"},{"id":"2509.11662","title":"MindVL: Towards Efficient and Effective Training of Multimodal Large Language Models on Ascend NPUs","created":"2025-09-15","cited_by_count":3,"area":"mllm"},{"id":"2601.05580","title":"Generalizable and Adaptive Continual Learning Framework for AI-generated Image Detection","created":"2026-01-09","cited_by_count":3,"area":null},{"id":"2306.14112","title":"Enhancing Dynamic Image Advertising with Vision-Language Pre-training","created":"2023-06-25","cited_by_count":2,"area":"mllm"},{"id":"2404.11249","title":"A Progressive Framework of Vision-language Knowledge Distillation and Alignment for Multilingual Scene","created":"2024-04-17","cited_by_count":2,"area":"distill"},{"id":"2411.11016","title":"Time Step Generating: A Universal Synthesized Deepfake Image Detector","created":"2024-11-17","cited_by_count":2,"area":"diffusion"},{"id":"2508.10955","title":"Empowering Multimodal LLMs with External Tools: A Comprehensive Survey","created":"2025-08-14","cited_by_count":2,"area":"mllm"},{"id":"2508.14405","title":"CTA-Flux: Integrating Chinese Cultural Semantics into High-Quality English Text-to-Image Communities","created":"2025-08-20","cited_by_count":2,"area":null},{"id":"2511.06374","title":"Adaptive Regularization for Large-Scale Sparse Feature Embedding Models","created":"2025-11-09","cited_by_count":2,"area":null},{"id":"2512.14052","title":"HyperVL: An Efficient and Dynamic Multimodal Large Language Model for Edge Devices","created":"2025-12-16","cited_by_count":2,"area":"lr"},{"id":"2603.14220","title":"FIND: A Simple yet Effective Baseline for Diffusion-Generated Image Detection","created":"2026-03-15","cited_by_count":2,"area":"diffusion"},{"id":"2412.12888","title":"ArtAug: Enhancing Text-to-Image Generation through Synthesis-Understanding Interaction","created":"2024-12-17","cited_by_count":1,"area":"diffusion"},{"id":"2504.14108","title":"DanceText: A Training-Free Layered Framework for Controllable Multilingual Text Transformation in Images","created":"2025-04-18","cited_by_count":1,"area":null},{"id":"2508.01525","title":"MiraGe: Multimodal Discriminative Representation Learning for Generalizable AI-Generated Image Detection","created":"2025-08-03","cited_by_count":1,"area":null},{"id":"2509.17598","title":"COLA: Context-aware Language-driven Test-time Adaptation","created":"2025-09-22","cited_by_count":1,"area":null},{"id":"2510.25141","title":"EIRES:Training-free AI-Generated Image Detection via Edit-Induced Reconstruction Error Shift","created":"2025-10-29","cited_by_count":1,"area":"diffusion"},{"id":"2511.13285","title":"SkyReels-Text: Fine-Grained Font-Controllable Text Editing for Poster Design","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2511.16541","title":"Supervised Contrastive Learning for Few-Shot AI-Generated Image Detection and Attribution","created":"2025-11-20","cited_by_count":1,"area":null},{"id":"2604.00161","title":"Q-Mask: Query-driven Causal Masks for Text Anchoring in OCR-Oriented Vision-Language Models","created":"2026-03-31","cited_by_count":1,"area":"mllm"}],"next_cursor":"100"}