Results 71 to 80 of about 5,717,551 (255)
Towards Inheritable Models for Open-Set Domain Adaptation [PDF]
There has been a tremendous progress in Domain Adaptation (DA) for visual recognition tasks. Particularly, open-set DA has gained considerable attention wherein the target domain contains additional unseen categories. Existing open-set DA approaches demand access to a labeled source dataset along with unlabeled target instances.
arxiv
Weight-Inherited Distillation for Task-Agnostic BERT Compression [PDF]
Knowledge Distillation (KD) is a predominant approach for BERT compression. Previous KD-based methods focus on designing extra alignment losses for the student model to mimic the behavior of the teacher model. These methods transfer the knowledge in an indirect way.
arxiv
Inberitance patterns of tetraploid Dioscorea alata varieties [PDF]
Polyploidy is a crucial issue for yam improvement programmes. Recent studies have revealed that the basic chromosome number of the species D. alata is x = 20 and that accessions with 2n = 40, 60 and 80 chromosomes are diploid, triploid and tetraploid ...
Abraham, Kuttolamadathil+4 more
core
The Extended (Evolutionary) Synthesis Debate: Where Science Meets Philosophy [PDF]
Recent debates between proponents of the modern evolutionary synthesis (the standard model in evolutionary biology) and those of a possible extended synthesis are a good example of the fascinating tangle among empirical, theoretical, and conceptual or ...
Finkelman, Leonard, Pigliucci, Massimo
core +2 more sources
Diploid lines (2n = 2x = 24) derived from tetraploid potato cultivars have been utilized to hybridize with wild diploid potato species, yielding fertile offsprings. Utilizing the pollen of Solanum tuberosum Group Phureja, such as IVP101, IVP35 and IVP48,
Rongyan Wang+14 more
doaj +1 more source
Inheritance of gene expression throughout fruit development in chili pepper
Gene expression is the primary molecular phenotype and can be estimated in specific organs or tissues at particular times. Here we analyzed genome-wide inheritance of gene expression in fruits of chili pepper (Capsicum annuum L.) in reciprocal crosses ...
Christian Escoto-Sandoval+2 more
doaj +1 more source
ModuleNet: Knowledge-inherited Neural Architecture Search [PDF]
Although Neural Architecture Search (NAS) can bring improvement to deep models, they always neglect precious knowledge of existing models. The computation and time costing property in NAS also means that we should not start from scratch to search, but make every attempt to reuse the existing knowledge.
arxiv
Hierarchy Theory of Evolution and the Extended Evolutionary Synthesis: Some Epistemic Bridges, Some Conceptual Rifts [PDF]
Contemporary evolutionary biology comprises a plural landscape of multiple co-existent conceptual frameworks and strenuous voices that disagree on the nature and scope of evolutionary theory.
A Etxeberria+113 more
core +1 more source
Revealing inheritance of white markings in Nili Ravi buffalo
Among registered Indian buffalo breeds, Nili Ravi is well known for its production potential as well as unique typical five white markings, because of which it is also known as Panch-Kalyani.
S DHANDAPANI+7 more
doaj +1 more source
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance [PDF]
In this paper, we propose a novel cross-modal distillation method, called TinyCLIP, for large-scale language-image pre-trained models. The method introduces two core techniques: affinity mimicking and weight inheritance. Affinity mimicking explores the interaction between modalities during distillation, enabling student models to mimic teachers ...
arxiv