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Zero-Shot Text-Guided Object Generation with Dream Fields
[article]
2022
arXiv
pre-print
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Instead, we guide generation with image-text models pre-trained on large datasets of captioned images from the web. ...
Our method, Dream Fields, can generate the geometry and color of a wide range of objects without 3D supervision. ...
Method In this section, we develop Dream Fields: a zero-shot object synthesis method given only a natural language caption. ...
arXiv:2112.01455v2
fatcat:z3mktn6omfcg7hhwcfnowg2p7a
AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars
[article]
2022
arXiv
pre-print
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To democratize this technology to a larger audience, we propose AvatarCLIP, a zero-shot text-driven framework for 3D avatar generation and animation. ...
Remarkably, AvatarCLIP can generate unseen 3D avatars with novel animations, achieving superior zero-shot capability. ...
Through direct supervision on images, CLIP shows great success in zero-shot text-guided image generation ]. ...
arXiv:2205.08535v1
fatcat:ybbcbmjs2fckljkkx3pqgymejy
CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes
[article]
2022
arXiv
pre-print
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Then, our novel zero-shot neural style optimization detailizes and texturizes the recommended mesh sequence to conform to the prompt in a temporally-consistent and pose-agnostic manner. ...
We build a text-driven human motion recommendation system by leveraging a large-scale human motion dataset with language labels. ...
None of these methods can generate diverse color and cloth details of human motion in a zero-shot manner, e.g., with only a text guide. ...
arXiv:2206.04382v2
fatcat:txb5tg5fbjdp7jtebhb2cc4e6e
GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
[article]
2022
arXiv
pre-print
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Diffusion models have recently been shown to generate high-quality synthetic images, especially when paired with a guidance technique to trade off diversity for fidelity. ...
Additionally, we find that our models can be fine-tuned to perform image inpainting, enabling powerful text-driven image editing. ...
We would also like to thank Yura Burda for providing feedback on an early draft of this paper, and to Mikhail Pavlov for finding difficult prompts for text-conditional generative models. ...
arXiv:2112.10741v3
fatcat:gnvshaybn5d4dfu7iyuhd5i4cu
LaTeRF: Label and Text Driven Object Radiance Fields
[article]
2022
arXiv
pre-print
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Neural fields have shown their effectiveness in learning a continuous volumetric representation of a scene from 2D images, but acquiring object representations from these models with weak supervision remains ...
To faithfully extract the object from the scene, LaTeRF extends the NeRF formulation with an additional 'objectness' probability at each 3D point. ...
The language module of our method is closely related to dream field [13] but we use it to generate 3D objects that are consistent with the ones provided in a scene. ...
arXiv:2207.01583v3
fatcat:6k3pcvhlzba35jgusroo2dshsa
Page 156 of Forest and Stream; A Journal of Outdoor Life, Travel, Nature Study, Shooting, Fishing, Yachting Vol. 90, Issue 3
[page]
1920
Forest and Stream; A Journal of Outdoor Life, Travel, Nature Study, Shooting, Fishing, Yachting
Preserved Fulltext
The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
Any seen by the shooter through this sight when trigger is pulled, is DEAD —as such object must be at the time in shot pattern when gun is discharged. ...
Information, together with illustrated
Booklet and Folder, ase forwarded upon application to
. E. PITTMAN, General Passenger Agent. ...
Unifying Language Learning Paradigms
[article]
2022
arXiv
pre-print
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Our model also achieve strong results at in-context learning, outperforming 175B GPT-3 on zero-shot SuperGLUE and tripling the performance of T5-XXL on one-shot summarization. ...
We begin by disentangling architectural archetypes with pre-training objectives – two concepts that are commonly conflated. ...
Finally, we conduct zero/few-shot experiments with UL2 and show that UL2 outperforms GPT-3 175B on zero shot SuperGLUE. ...
arXiv:2205.05131v1
fatcat:oixewsfpp5brfkmj2sizcznljm
Red Teaming Language Models with Language Models
[article]
2022
arXiv
pre-print
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We explore several methods, from zero-shot generation to reinforcement learning, for generating test cases with varying levels of diversity and difficulty. ...
and hospital phone numbers generated as the chatbot's own contact info, leakage of private training data in generated text, and harms that occur over the course of a conversation. ...
Acknowledgments We thank Angeliki Lazaridou for encouraging us to explore question generation. ...
arXiv:2202.03286v1
fatcat:ogptxm22d5e37bzpyv7cizarp4
Multimodal Image Synthesis and Editing: A Survey
[article]
2022
arXiv
pre-print
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Radiance Fields (NeRF) and other methods. ...
We then describe multimodal image synthesis and editing approaches extensively with detailed frameworks including Generative Adversarial Networks (GANs), Auto-regressive models, Diffusion models, Neural ...
Similarly, CLIPMesh [209] presents a technique for zero-shot generation of a 3D model using only a target text prompt. ...
arXiv:2112.13592v3
fatcat:46twjhz3hbe6rpm33k6ilnisga
Visualization Component for the Scenario Prototype Generator as a Video Game Development Tool
2020
Conference on Scientific Services & Internet
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In the future, work will continue to develop and expand the functionality of the script prototype generation tool. ...
This work belongs to the field of development and research of video games. In particular, the narrative part of video games is considered. ...
This tool can generate shots based on entered text queries. ...
dblp:conf/ssi/SahibgareevaBK20
fatcat:53s34x3spjcmja6ntzgrjpel7m
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
[article]
2021
arXiv
pre-print
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NLP datasets and converted to a unified text-to-text format. ...
In this paper, we explore whether and how such cross-task generalization ability can be acquired, and further applied to build better few-shot learners across diverse NLP tasks. ...
Neural text generation from structured data with
application to the biography domain. ...
arXiv:2104.08835v2
fatcat:xnhrmmsmyzb4fjo7ealrw2vnka
The Worldwood of the Cinematic Image
2012
Phainomenon
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A close analysis of the specifically cinematographic procedure in Akira Kurosawa's 'Dream' Crows reveals it as an articulated and insightful philosophical statement, endowed with general relevance conceming ...
The Chapter 'Le sentir', in Phénoménologie de la perception, will offer us the proper guide to elucidate what we are already perceiving and conceiving in Kurosawa's film, where the ex-static phenomenological ...
ABSTRACT A close analysis of the specifically cinematographic procedure in Akira Kurosawa's 'Dream' Crows reveals it as an articulated and insightful philosophical statement, endowed with general relevance ...
doi:10.2478/phainomenon-2012-0022
fatcat:m24tjc6xnrfwdd4ivzglc5rjn4
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness
[article]
2022
arXiv
pre-print
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Blum (2021), we describe the desiderata of a multimodal language called Brainish, comprising words, images, audio, and sensations combined in representations that the CTM's processors use to communicate with ...
consciousness in the CTM, and by implementing a simple version of Brainish and evaluating its capability of demonstrating intelligence on multimodal prediction and retrieval tasks on several real-world image, text ...
While this may seem straightforward for object-based concepts, the generative process becomes more ambiguous when dealing with non-objects. ...
arXiv:2205.00001v3
fatcat:smz3rforbvd6fbfz3rktcwhexe
The Quay Brothers: Choreographed Chiaroscuro, Enigmatic and Sublime
1998
Film quarterly
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In their work with anonymous objects, the Quays demand that their machines and objects act as much if not more than the puppets: "[you] accept their very physicalities palpably as objectified dream or ...
A moving focal plane is implemented in uncanny point-of-view shots and helps the spatial transitions between dreamer and dream world. ...
Stunning light design endows this film with its ethereal quality. ...
doi:10.1525/fq.1998.51.3.04a00020
fatcat:umrjsrz5wney5ec5isob23qiw4
The Quay Brothers: Choreographed Chiaroscuro, Enigmatic and Sublime
1998
Film quarterly
Preserved Fulltext
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The file type is application/pdf.
In their work with anonymous objects, the Quays demand that their machines and objects act as much if not more than the puppets: "[you] accept their very physicalities palpably as objectified dream or ...
A moving focal plane is implemented in uncanny point-of-view shots and helps the spatial transitions between dreamer and dream world. ...
Stunning light design endows this film with its ethereal quality. ...
doi:10.2307/1213598
fatcat:5te4bgmvyfciboafqzzb553np4
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