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Explore AI generated designs, images, art and prompts by top community artists and designers.
Vision-Language-Action (VLA) models have emerged as a promising paradigm for robot learning , but their representations are still largely inherited from static image-text pretraining , leaving physical dynamics to be learned from comparatively limited action data. Generative video models , by contrast , encode rich spatiotemporal structure and implicit physics , making them a compelling foundation for robotic manipulation. But their potentials are not fully explored in the literature. To bridge the gap , we introduce DiT4DiT , an end-to-end Video-Action Model that couples a video Diffusion Transformer with an action Diffusion Transformer in a unified cascaded framework. Instead of relying on reconstructed future frames , DiT4DiT extracts intermediate denoising features from the video generation process and uses them as temporally grounded conditions for action prediction. We further propose a dual flow-matching objective with decoupled timesteps and noise scales for video prediction , hidden-state extraction , and action inference , enabling coherent joint training of both modules. ,
Design a modern , sleek logo that combines elements of art , science , literature , and technology , reflecting the multidisciplinary talents of a Renaissance man. The logo should be black and white , symbolizing the balance between creativity and logic. Incorporate iconic Renaissance symbols such as the Vitruvian Man , a gear , dials , clock face creatively merged into a cohesive and unique emblem. This design should convey innovation , wisdom , and versatility , appealing to a contemporary audience while paying homage to the historical depth of the Renaissance era. The overall look should be minimalist and versatile , suitable for various media applications. ,
Design a modern , sleek logo that combines elements of art , science , literature , and technology , reflecting the multidisciplinary talents of a Renaissance man. The logo should be black and white , symbolizing the balance between creativity and logic. Incorporate iconic Renaissance symbols such as the Vitruvian Man , a gear , dials , clock face , planets , steampunk , creatively merged into a cohesive and unique emblem. This design should convey innovation , wisdom , and versatility , appealing to a contemporary audience while paying homage to the historical depth of the Renaissance era. The overall look should be minimalist and versatile , suitable for various media applications. ,
Design a modern , sleek logo that combines elements of art , science , literature , and technology , reflecting the multidisciplinary talents of a Renaissance man. The logo should be black and white , symbolizing the balance between creativity and logic. Incorporate iconic Renaissance symbols such as the Vitruvian Man , a gear , dials , clock face steam punk creatively merged into a cohesive and unique emblem. This design should convey innovation , wisdom , and versatility , appealing to a contemporary audience while paying homage to the historical depth of the Renaissance era. The overall look should be minimalist and versatile , suitable for various media applications. ,
Design a modern , sleek logo that combines elements of art , science , literature , and technology , reflecting the multidisciplinary talents of a Renaissance man. The logo should be black and white , symbolizing the balance between creativity and logic. Incorporate iconic Renaissance symbols such as the Vitruvian Man , a gear , dials , clock face planets creatively merged into a cohesive and unique emblem. This design should convey innovation , wisdom , and versatility , appealing to a contemporary audience while paying homage to the historical depth of the Renaissance era. The overall look should be minimalist and versatile , suitable for various media applications. ,
Design a modern , sleek logo that combines elements of art , science , literature , and technology , reflecting the multidisciplinary talents of a Renaissance man. The logo should be black and white , symbolizing the balance between creativity and logic. Incorporate iconic Renaissance symbols such as the Vitruvian Man , a gear , dials , clock face , planets , creatively merged into a cohesive and unique emblem. This design should convey innovation , wisdom , and versatility , appealing to a contemporary audience while paying homage to the historical depth of the Renaissance era. The overall look should be minimalist and versatile , suitable for various media applications. ,
Please create an image to serve as a logo for the Instagram profile 'Literary Treasures.' The logo should feature a stack of books piled up in shades of black and gray. The image should convey a sense of sophistication and knowledge , as the profile is dedicated to reviewing books. Please ensure that the design is visually appealing and representative of the world of literature , Cartoon ,
Create a banner for a YouTube channel named "Classiques Français en Audio , " dedicated to audiobooks of classic French literature. The banner should be elegant and sophisticated , reflecting the rich heritage of French literary culture. Incorporate the following elements: Background: A tasteful Parisian backdrop , such as a view of the Seine with the Eiffel Tower , or an ornate interior of a 19th-century French library. Books and Audiobooks: Include symbols of books and audio elements , such as an open book , headphones , or a speaker , integrated subtly into the design. French Iconography: Integrate subtle French elements like the Eiffel Tower , fleur-de-lis , or other symbols of French culture. Title and Tagline: Prominently display the channel name "Classiques Français en Audio" in a classic , elegant font. Optionally , include a tagline like "Discover the timeless masterpieces of French literature in audio format." Color Scheme: Utilize a refined color palette with shades of blue , white , and red (reminiscent of the French flag) , or opt for muted tones like beige , gold , and black to convey a vintage feel. , , 3D ,
