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OminiControl: Minimal and Universal Control for Diffusion Transformer

arXiv.org
We present OminiControl, a novel approach that rethinks how image conditions are integrated into Diffusion Transformer (DiT) architectures. Current image conditioning methods either introduce substantial parameter overhead or handle only specific control
Zhenxiong Tan   +4 more
semanticscholar   +1 more source

Minimality Conditions in Topological Groups

2013
This is a survey on the recent progress in minimal topological groups, with a particular emphasis on constructions leading to non-abelian minimal groups, as semidirect products, generalized Heisenberg groups and other groups naturally arising in Analysis and Geometry.
DIKRANJAN, Dikran, M. MEGRELISHVILI
openaire   +1 more source

Minimal Conditions for Protocell Stationary Growth

Artificial Life, 2015
We show that self-replication of a chemical system encapsulated within a membrane growing from within is possible without any explicit feature such as autocatalysis or metabolic closure, and without the need for their emergence through complexity.
Bigan, Erwan   +2 more
openaire   +3 more sources

Groups with π-Minimal and π-Layer Minimal Conditions. II

Siberian Mathematical Journal, 2001
Let \(\pi\) be any infinite set of prime numbers. A group \(G\) is called a \(\pi\)-minimal group if every series of subgroups \(G_1\supset G_2\supset\cdots\) stabilizes whenever each set \(G_k\setminus G_{k+1}\) contains \(\pi\)-elements. For some classes of groups the author investigates connections between a group with \(\pi\)-minimal condition and ...
openaire   +3 more sources

CADS: Unleashing the Diversity of Diffusion Models through Condition-Annealed Sampling

International Conference on Learning Representations, 2023
While conditional diffusion models are known to have good coverage of the data distribution, they still face limitations in output diversity, particularly when sampled with a high classifier-free guidance scale for optimal image quality or when trained ...
Seyedmorteza Sadat   +4 more
semanticscholar   +1 more source

Minimal Clinically Important Differences for PROMIS Physical Function, Upper Extremity, and Pain Interference in Carpal Tunnel Release Using Region- and Condition-Specific PROM Tools.

Journal of Hand Surgery-American Volume, 2019
PURPOSE Uncertainty exists about what change in Patient-Reported Outcomes Measurement Information System (PROMIS) scores represents a clinically relevant improvement (minimal clinically important difference [MCID]) in hand surgery care.
D. Bernstein   +3 more
semanticscholar   +1 more source

Restoring Minimally Just Conditions

2014
At the beginning of the previous chapter I suggested that an ITA can be a means to fulfill the requirements of the natural duty of justice if it fulfills the following three conditions: c1: the establishment of an ITA is a response to a situation of extreme state failure, in which a state is systematically unable to protect its citizens’ security
openaire   +2 more sources

Maximal and Minimal Conditions

1972
The general theory of groups which satisfy the maximal condition on subgroups (Max) or the minimal condition on subgroups (Min) is still in its initial stages and is beset with considerable difficulties. Even the minimal condition, generally a more decisive property, is relatively unknown, despite some progress in recent years: this is in contrast with
openaire   +1 more source

Ontology: minimalism and truth-conditions

Philosophical Studies, 2011
In this paper, I develop a criticism to a method for metaontology, namely, the idea that a discourse’s or theory’s ontological commitments can be read off its sentences’ truth-conditions. Firstly, I will put forward this idea’s basis and, secondly, I will present the way Quine subscribed to it (not actually for hermeneutical or historic interest, but ...
openaire   +1 more source

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