Future MLLMs: Contribution of MIL-Based Techniques and Enriched Visual Signals Post date November 18, 2025 Post author By Instancing Post categories In future-llms, llms, mivpg, mllms, multiple-instance-learning, q-former, visual-fusion, visual-prompt-generator
Gigapixel Pathology: MIVPG Outperforms Baselines in Medical Captioning Post date November 18, 2025 Post author By Instancing Post categories In gigapixel-pathology, instance-correlation, llm, mivpg, mllm, multimodal-adaptation, q-former, zero-shot-learning
Visual Prompt Generators (VPGs): Encoding Images to LLM Tokens Post date November 14, 2025 Post author By Instancing Post categories In cross-attention, deep-learning, deep-learning-adapters, llm-tokens, mllm-architecture, perceiver-resampler, q-former, visual-prompt-generator
MLLM Adapters: Review of VPGs and Multimodal Fusion Post date November 12, 2025 Post author By Instancing Post categories In deep-learning, image-text-fusion, mllm-architecture, multimodal-learning, perceiver-resampler, q-former, vision-language-models, visual-prompt-generators
MIVPG: Multi-Instance Visual Prompt Generator for MLLMs Post date November 11, 2025 Post author By Instancing Post categories In deep-learning-adapters, instance-correlation, large-language-models, multi-instance-learning, q-former, visual-language-tasks, visual-prompt-generator, visual-question-answering
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