Artificial Intelligence
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Artificial Intelligence

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Towards Unified Keyframe Propagation Models

A two-stream approach, where high-frequency features interact locally and low-frequency features interact globally.

Github: https://github.com/runwayml/guided-inpainting

Paper: https://arxiv.org/abs/2205.09731v1

Dataset: https://paperswithcode.com/dataset/places

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πŸ–‡ A graph-transformer for whole slide image classification

Graph-Transformer (GT) that fuses a graph-based representation of an WSI and a vision transformer for processing pathology images.

Github: https://github.com/vkola-lab/tmi2022

Paper: https://arxiv.org/abs/2205.09671v1

Dataset: https://paperswithcode.com/dataset/imagenet

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RankGen - Improving Text Generation with Large Ranking Models

RankGen is a 1.2 billion encoder model which maps prefixes and generations from any language model (in continutation to the prefix) to a shared vector space.

Github: https://github.com/martiansideofthemoon/rankgen

Paper: https://arxiv.org/abs/2205.09726

Dataset: https://paperswithcode.com/dataset/imagenet

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⚑️ Structured Attention Composition for Temporal Action Localization

Online action detection and effective and efficient exemplar-consultation mechanism

Github: https://github.com/vividle/online-action-detection

Paper: https://arxiv.org/abs/2205.09956v1

Dataset: https://paperswithcode.com/dataset/places

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Full camouflage fixation training dataset is available!

The full camouflage fixation training dataset is available with the full fixation maps for the COD10K training dataset, which can be downloaded from: https://drive.google.com/file/d/1inb5iNTDswFPDm4SpzBbVgZdI4puAv_3/view?usp=sharing

Github: https://github.com/JingZhang617/COD-Rank-Localize-and-Segment

Paper: https://arxiv.org/abs/2205.11333v1

Dataset: https://paperswithcode.com/dataset/salicon

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On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition

Github: https://github.com/KingJamesSong/DifferentiableSVD

Paper: https://arxiv.org/abs/2205.13282v1

Dataset: https://paperswithcode.com/dataset/imagenet

@ArtificialIntelligencedl
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SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation

Github: https://github.com/wangzy22/SemAffiNet

Paper: https://arxiv.org/abs/2205.13490v1

Dataset: https://paperswithcode.com/dataset/cityscapes

@ArtificialIntelligencedl
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CMA-ES with Margin

CMA-ES with Margin (CMA-ESwM) [1] is a CMA-ES variant proposed for mixed-integer black-box optimization, which introduces a lower bound on the marginal probability associated with integer variables.

Github: https://github.com/evoconjp/cma-es_with_margin

Paper: https://arxiv.org/abs/2205.13482v1

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πŸ“ Awesome Artificial Intelligence

List

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Good Intentions: Adaptive Parameter Servers via Intent Signaling

AdaPS is efficient for many machine learning tasks out of the box because it automatically adapts to the underlying task

Github: https://github.com/alexrenz/adaps

Paper: https://arxiv.org/abs/2206.00470v1

Docs: https://github.com/alexrenz/AdaPS/blob/vldb20/docs/experiments-vldb20.md

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πŸ” PanopticDepth: A Unified Framework for Depth-aware Panoptic Segmentation

Github: https://github.com/naiyugao/panopticdepth

Paper: https://arxiv.org/abs/2206.00468

Dataset: https://paperswithcode.com/dataset/cityscapes

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β›© XBound-Former: Toward Cross-scale Boundary Modeling in Transformers

Github: https://github.com/naiyugao/panopticdepth

Paper: https://arxiv.org/abs/2206.00806v1

Dataset: https://paperswithcode.com/dataset/kvasir-seg

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Forwarded from Python/ django
πŸ”ŠA Python library for audio feature extraction, classification, segmentation and applications.

Code: PyAudioAnalysis

#Python #Audio #Analyzer

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OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes

OntoMerger is an ontology alignment library for deduplicating knowledge graph nodes

Github: https://github.com/astrazeneca/onto_merger

Paper: https://arxiv.org/abs/2206.02238v1

Documentation: https://ontomerger.readthedocs.io/

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