q-former module - SERP Analysis

https://abdulkaderhelwan.medium.com/q-former-1d83163975da

https://github.com/ViTAE-Transformer/QFormer

https://www.nematilab.info/bmijc/assets/081823_paper.pdf

https://arxiv.org/abs/2311.07449

https://www.linkedin.com/posts/pramodith_the-q-former-originally-from-the-blip-model-activity-7140686837362192385-HCav

https://openreview.net/forum?id=R6sIi9Kbxv

https://aclanthology.org/2024.lrec-main.180.pdf

https://huggingface.co/docs/transformers/en/model_doc/blip-2

https://arxiv.org/html/2410.09489v1

https://github.com/facebookresearch/multimodal/blob/main/torchmultimodal/models/blip2/blip2.py

https://medium.com/%40enrico.randellini/image-and-text-features-extraction-with-blip-and-blip-2-how-to-build-a-multimodal-search-engine-a4ceabf51fbe

https://www.researchgate.net/figure/Detail-illustration-of-blending-module-and-Q-Former-and-their-training_fig1_389167753

https://huggingface.co/docs/transformers/v4.33.0/model_doc/instructblip

https://wandb.ai/gladiator/BLIP-2/reports/BLIP-2-A-new-Visual-Language-Model-by-Salesforce--VmlldzozNjM0NjYz

https://www.researchgate.net/figure/Left-Model-architecture-of-Q-Former-and-BLIP-2s-first-stage-vision-language_fig1_367557839

https://docsaid.org/en/papers/model-tuning/blip2/

https://assets.amazon.science/ce/34/19f2a5e04cafa392a3a8108edfc1/x-former-unifying-contrastive-and-reconstruction-learning-for-mllms.pdf

https://www.youtube.com/watch?v=QHktvcxsGJ0

https://towardsdatascience.com/multimodal-search-engine-agents-powered-by-blip-2-and-gemini/

https://assets.amazon.science/a2/8b/1cd7f6c14f24be8d6860606511fd/enhancing-multimodal-large-language-models-with-multi-instance-visual-prompt-generator-for-visual-representation-enrichment.pdf

https://openaccess.thecvf.com/content/CVPR2024/papers/Cao_Towards_Better_Vision-Inspired_Vision-Language_Models_CVPR_2024_paper.pdf

https://ceur-ws.org/Vol-3497/paper-145.pdf

https://www.isca-archive.org/interspeech_2024/shang24_interspeech.pdf

https://dataloop.ai/library/model/superagi_veagle/

https://pmc.ncbi.nlm.nih.gov/articles/PMC10884898/

https://www.mdpi.com/2076-3417/15/7/3712

https://dl.acm.org/doi/10.1145/3654674

https://aman.ai/primers/ai/VLM/

https://openreview.net/forum?id=8Kch0ILfQH&noteId=g9oarhlCbN

https://ojs.aaai.org/index.php/AAAI/article/view/32992/35147

https://artemisp.github.io/X-InstructBLIP-page/

https://aclanthology.org/2024.acl-long.19.pdf

https://www.youtube.com/watch?v=wcxXmo6i3p4

https://iaee.substack.com/p/visual-question-answering-with-frozen-large-language-models-353d42791054

https://futureagi.com/blogs/exploring-how-multimodal-large-language-models-work

https://faculty.cc.gatech.edu/~zk15/teaching/AY2024_cs8803vlm_fall/slides/L11_BLIP.pdf

https://doaj.org/article/bbf6f639abd6482d9a15ceced8b13195

https://paperswithcode.com/paper/fine-grained-audio-visual-joint/review/

https://zhuanlan.zhihu.com/p/24626046588

https://www.isca-archive.org/interspeech_2024/khurana24_interspeech.pdf

https://torchstack.ai/blogs/stack/test-blog-1

https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/10290.pdf

http://www.boyangli.org/paper/InstructBLIP-2023.pdf

https://www.pv-tech.org/meyer-burger-to-use-former-solarworld-and-q-cells-plants-for-heterojunction/

https://openaccess.thecvf.com/content/ACCV2024/papers/Chen_DepthBLIP-2_Leveraging_Language_to_Guide_BLIP-2_in_Understanding_Depth_Information_ACCV_2024_paper.pdf

https://ieeexplore.ieee.org/document/10821939/

https://neurips2023-enlsp.github.io/papers/paper_88.pdf

https://www.merl.com/publications/docs/TR2024-066.pdf

https://towardsai.net/p/machine-learning/multimodal-language-models-explained-visual-instruction-tuning

https://papers.ssrn.com/sol3/Delivery.cfm/a8f6461d-2508-4d53-9e83-d2abfd2955d4-MECA.pdf?abstractid=4813421

https://x.com/fly51fly/status/1733608639527596164?lang=bg

https://ojs.aaai.org/index.php/AAAI/article/view/27999/28014

https://dl.acm.org/doi/full/10.1145/3702250.3702263

https://www.youtube.com/watch?v=RQn7Bz011bE

https://www.linkedin.com/pulse/instructblip-general-purpose-vision-language-model-tuning-alhaj-gmzrf

https://voxel51.com/blog/voxel51-filtered-views-newsletter-may-10-2024/

https://www.ecva.net/papers/eccv_2024/papers_ECCV/papers/08399.pdf

https://paperswithcode.com/paper/taming-data-and-transformers-for-audio-1

https://thepythoncode.com/article/visual-question-answering-with-transformers-in-python

https://ui.adsabs.harvard.edu/abs/2023arXiv230802299Z/abstract

https://www.toolify.ai/ai-news/blip-2-advanced-ai-for-image-captioning-and-visual-question-answering-1810497

https://academic.oup.com/nsr/article/11/12/nwae403/7896414

https://www.sciencedirect.com/science/article/abs/pii/S0016003225003096

https://ieeexplore.ieee.org/document/10777289/

https://www.youtube.com/watch?v=k0DAtZCCl1w

https://docs.vllm.ai/en/v0.9.0/api/vllm/model_executor/models/blip2.html

https://neurips.cc/virtual/2023/poster/72654

https://www.datacamp.com/tutorial/introduction-q-learning-beginner-tutorial

https://www.scribd.com/document/740128030/2301-12597

https://bolognalab.hu-berlin.de/en/projekte-des-bologna.labs-en/q-programm/q-module

https://docs.pytorch.org/rl/0.6/reference/generated/torchrl.modules.tensordict_module.QValueModule.html

https://ai.plainenglish.io/how-to-train-multimodal-llms-to-understand-and-interact-with-text-image-video-and-audio-model-715a1a626def

https://www.mdpi.com/2079-9292/13/2/436

https://wandb.ai/byyoung3/ml-news/reports/TinyGPT-V-A-New-Lightweight-Multimodal-LLM---Vmlldzo2NDUxMTI0

https://levelup.gitconnected.com/blip-2-when-chatgpt-meets-images-463582b541e0

https://scispace.com/papers/blip-2-bootstrapping-language-image-pre-training-with-frozen-2jok1yff

https://pmc.ncbi.nlm.nih.gov/articles/PMC9652298/

https://www.sciencedirect.com/science/article/pii/S0957417422022862

https://deepgreen.energy/sites/site-details-dg-lansing

https://www.nature.com/articles/s40494-025-01844-2

https://www.energyglobal.com/solar/23062025/europes-largest-floating-solar-power-plant-now-operational-in-france/

https://en.wikipedia.org/wiki/Module:Wd/sandbox

https://www.vcuhealth.org/for-employees/

https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1011217

https://www.pcisecuritystandards.org/

https://www.icc-cpi.int/

https://satsuite.collegeboard.org/practice/practice-tests/paper

https://attri.ai/ai-research/blip-2

https://www.nato.int/cps/en/natohq/official_texts_17120.htm

https://energynews.pro/en/q-energy-inaugurates-europes-largest-floating-solar-power-plant/

https://www.broadcom.com/

https://www.atnyulmc.org/

https://my.snhu.edu/

https://renews.biz/101342/europe-s-largest-floating-solar-plant-inaugurated/

https://voicethread.com/

https://stackoverflow.com/questions/79677811/cannot-import-cudaq-on-an-hpc

https://ga-dev-tools.google/campaign-url-builder/

https://en.wikipedia.org/wiki/Python_(programming_language)

https://www.well-played.com.au/death-stranding-2-on-the-beach-review/