Remember, Retrieve and Generate: Understanding Infinite Visual Concepts as Your Personalized Assistant
Paper
• 2410.13360 • Published
• 9
VLM
Note 值得关注
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Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning
Paper • 2411.18203 • Published • 40 -
Towards Interpreting Visual Information Processing in Vision-Language Models
Paper • 2410.07149 • Published • 1 -
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
Paper • 2407.02477 • Published • 24 -
Enhancing Instruction-Following Capability of Visual-Language Models by Reducing Image Redundancy
Paper • 2411.15453 • Published -
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models
Paper • 2411.14982 • Published • 19
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
Paper • 2412.06676 • Published • 9Note 还行
From Uncertainty to Trust: Enhancing Reliability in Vision-Language Models with Uncertainty-Guided Dropout Decoding
Paper • 2412.06474 • PublishedNote 不好说
OLA-VLM: Elevating Visual Perception in Multimodal LLMs with Auxiliary Embedding Distillation
Paper • 2412.09585 • Published • 11Note 值得关注
SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding
Paper • 2412.09604 • Published • 38Note 还行
Analyzing The Language of Visual Tokens
Paper • 2411.05001 • Published • 24Note 值得关注
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LLaVA-UHD v2: an MLLM Integrating High-Resolution Feature Pyramid via Hierarchical Window Transformer
Paper • 2412.13871 • Published • 18 -
FastVLM: Efficient Vision Encoding for Vision Language Models
Paper • 2412.13303 • Published • 75
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
Paper • 2412.18619 • Published • 60Note 持续关注
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Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment
Paper • 2412.19326 • Published • 18 -
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
Paper • 2412.18525 • Published • 74 -
Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
Paper • 2501.01904 • Published • 33