Key papers

• Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations (2025)
  Jeonghyeon Kim et al.
  4.47
• AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation (2026)
  Yuan Wang et al.
  1.94
• MAIC-UI: Making Interactive Courseware with Generative UI (2026)
  Shangqing Tu et al.
  1.83
• A Multi-Modal AI Copilot for Single-Cell Analysis with Instruction Following (2025)
  Yin Fang et al.
  1.28
• MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents (2025)
  Kuicai Dong et al.
  1.28
• OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference (2025)
  Xiangyu Zhao et al.
  1.28
• MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models (2025)
  Hang Hua et al.
  1.28
• Perceptual Decoupling for Scalable Multi-modal Reasoning via Reward-Optimized Captioning (2025)
  Yunhao Gou et al.
  1.28
• An Agentic System for Rare Disease Diagnosis with Traceable Reasoning (2025)
  Weike Zhao et al.
  1.28
• StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling (2025)
  Meng Wei et al.
  1.28
• (Almost) Free Modality Stitching of Foundation Models (2025)
  Jaisidh Singh et al.
  1.28
• VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use (2025)
  Dongfu Jiang et al.
  1.28
• TimeSeriesScientist: A General-Purpose AI Agent for Time Series Analysis (2025)
  Haokun Zhao et al.
  1.28
• OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation (2025)
  Xiaojun Jia et al.
  1.28
• COLA: How to adapt vision-language models to Compose Objects Localized with Attributes? (2023)
  Arijit Ray et al.
  —
• SITTA: A Semantic Image-Text Alignment for Image Captioning (2023)
  Fabian Paischer et al.
  —
• PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion (2023)
  Yiduo Guo et al.
  —
• Video-LLaVA: Learning United Visual Representation by Alignment Before Projection (2023)
  Bin Lin et al.
  —
• InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks (2023)
  Zhe Chen et al.
  —
• PosterLLaVa: Constructing a Unified Multi-modal Layout Generator with LLM (2024)
  Tao Yang et al.
  —
• MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding (2024)
  Xinyu Fang et al.
  —
• VIMI: Grounding Video Generation through Multi-modal Instruction (2024)
  Yuwei Fang et al.
  —
• Qwen2-Audio Technical Report (2024)
  Yunfei Chu et al.
  —
• Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification (2024)
  Santosh V. Patapati
  —
• Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent (2024)
  Shanbo Cheng et al.
  —
• PiTe: Pixel-Temporal Alignment for Large Video-Language Model (2024)
  Yang Liu et al.
  —
• Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale (2024)
  Rogerio Bonatti et al.
  —
• Mini-Omni2: Towards Open-source GPT-4o with Vision, Speech and Duplex Capabilities (2024)
  Zhifei Xie et al.
  —
• M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding (2024)
  Jaemin Cho et al.
  —
• Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding (2024)
  Yueqian Wang et al.
  —