Generally speaking, theimage model— also known as the vision encoder — extracts visual features from input images and maps them to the language model’s input space, creating visual tokens. Thetext modelthen processes and understands natural language by generating text embeddings. Lastly, these ...
[2024/08] We release LongVILA that supports long video understanding (Captioning, QA, Needle-in-a-Haystack) up to 1024 frames. [2024/07] VILA1.5 also ranks 1st place (OSS model) on MLVU test leaderboard. [2024/06] VILA1.5 is now the best open sourced VLM on MMMU leaderboard and Vid...
[2024/08] We release LongVILA that supports long video understanding (Captioning, QA, Needle-in-a-Haystack) up to 1024 frames. [2024/07] VILA1.5 also ranks 1st place (OSS model) on MLVU test leaderboard. [2024/06] VILA1.5 is now the best open sourced VLM on MMMU leaderboard and Vid...
For example, given an image about the summer, the word “snow” is unlikely to be presented. From this viewpoint, the word gate function can significantly reduce the valid action space of the RL method, and further guide the output of the text generation model. Secondly, for more stable ...
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion 2021 70 StackGAN + VICTR 10.38 VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks 2020 GAN 71 ChatPainter 9.74 ChatPainter: Improving Text to Image Generation using Dialogue 2018...
Recognition leaderboard IntroductionThis homepage lists some representative papers/codes/datasets all about deep learning based fine-grained image analysis, including fine-grained image recognition, fine-grained image retrieval, etc. If you have any questions, please feel free to contact Prof. Xiu-Shen ...
Where to use Bing Image Creator pictures Like all AI image and text generators, Bing Image Creator is a powerful tool that can change how we research, learn, write, and illustrate literal and visual ideas. The tool isn’t the creator, and AI gets its inspiration from the work of human ...
image that matches an inputted text description. Recently, app developer Steve Troughton-Smith used the open-source platform to createunique reimaginingsof the classic Macintosh, as well as old and new renditions of the iPod, which he described as “fever-dream alternatives to the original iMac....
The presented results include benchmarks from all top-ranking methods using the MSD test leaderboard. In Sec. D, the model complexity analysis is presented. Finally, we provide pseudocode of Swin UNETR self-supervised pre-training in Sec. E....
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion ModelICASSP 20242023.06 Text-to-image editing by image information removalWACV 20242023.05 Reference-based Image Composition with Sketch via Structure-aware Diffusion ModelCVPR workshop 20232023.04 ...