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cloud.google.com/spot-vms

Spot VMs | Google Cloud

Spot VMs are highly affordable compute instances suitable for batch jobs and fault-tolerant workloads.

en.wikipedia.org/wiki/Court_of_first_instance_%28disambiguation%29

Court of first instance (disambiguation) - Wikipedia

instance (Belgium) Tribunal of first instance (France) Court of First Instance (Hong Kong) Courts of First Instance of Peru General Court (European Union)

en.wikipedia.org/wiki/Instance_variable

Instance variable - Wikipedia

separate copy, or instance. An instance variable has similarities with a class variable, but is non-static. In C++ or Java language, an instance variable is

arxiv.org/abs/1905.12226v1

Address Instance-level Label Prediction in Multiple Instance Learning

\textit{Multiple Instance Learning} (MIL) is concerned with learning from bags of instances, where only bag labels are given and instance labels are unknown. Existent approaches in this field were mainly designed for the bag-level label prediction (p...

arxiv.org/abs/2307.09732v1

ClickSeg: 3D Instance Segmentation with Click-Level Weak Annotations

3D instance segmentation methods often require fully-annotated dense labels for training, which are costly to obtain. In this paper, we present ClickSeg, a novel click-level weakly supervised 3D instance segmentation method that requires one point pe...

en.wikipedia.org/wiki/Instance-based_learning

Instance-based learning - Wikipedia

new problem instances with instances seen in training, which have been stored in memory. Because computation is postponed until a new instance is observed

www.reddit.com/r/cellsurvivor/comments/1ph6pyv/instances

Instances

Am I crazy or is it impossible to finish the bagua, 3 immortals & roulette instances without ads? Or am I doing something wrong? It’s usually like a minimum of 6 ads or tickets to actually succe...

arxiv.org/abs/2512.16805v1

Hardness of SetCover Reoptimization

We study hardness of reoptimization of the fundamental and hard to approximate SetCover problem. Reoptimization considers an instance together with a solution and a modified instance where the goal is to approximate the modified instance while utiliz...

arxiv.org/abs/2407.03010v2

CAVIS: Context-Aware Video Instance Segmentation

In this paper, we introduce the Context-Aware Video Instance Segmentation (CAVIS), a novel framework designed to enhance instance association by integrating contextual information adjacent to each object. To efficiently extract and leverage this info...

arxiv.org/abs/2503.07982v4

TRACE: Your Diffusion Model is Secretly an Instance Edge Detector

High-quality instance and panoptic segmentation has traditionally relied on dense instance-level annotations such as masks, boxes, or points, which are costly, inconsistent, and difficult to scale. Unsupervised and weakly-supervised approaches reduce...

arxiv.org/abs/2309.01692v1

Mask-Attention-Free Transformer for 3D Instance Segmentation

Recently, transformer-based methods have dominated 3D instance segmentation, where mask attention is commonly involved. Specifically, object queries are guided by the initial instance masks in the first cross-attention, and then iteratively refine th...

arxiv.org/abs/1711.09060v1

Distance to Center of Mass Encoding for Instance Segmentation

The instance segmentation can be considered an extension of the object detection problem where bounding boxes are replaced by object contours. Strictly speaking the problem requires to identify each pixel instance and class independently of the artif...

arxiv.org/abs/1804.00141v2

The Popular Roommates problem

We consider the popular matching problem in a roommates instance with strict preference lists. While popular matchings always exist in a bipartite instance, they need not exist in a roommates instance. The complexity of the popular matching problem i...

arxiv.org/abs/2106.15947v1

SOLO: A Simple Framework for Instance Segmentation

Compared to many other dense prediction tasks, e.g., semantic segmentation, it is the arbitrary number of instances that has made instance segmentation much more challenging. In order to predict a mask for each instance, mainstream approaches either...

arxiv.org/abs/1901.03897v2

All-Instances Restricted Chase Termination

The chase procedure is a fundamental algorithmic tool in database theory with a variety of applications. A key problem concerning the chase procedure is all-instances termination: for a given set of tuple-generating dependencies (TGDs), is it the cas...

stackoverflow.com/questions/67727180/the-compilation-argument-must-be-an-instance-of-compilation

The 'compilation' argument must be an instance of Compilation

May 27, 2021 · The 'compilation' argument must be an instance of Compilation I checked all dependencies for webpack versions and it was matching the version everywhere. I lost almost two …

arxiv.org/abs/2307.05014v3

Test-Time Training on Video Streams

Prior work has established Test-Time Training (TTT) as a general framework to further improve a trained model at test time. Before making a prediction on each test instance, the model is first trained on the same instance using a self-supervised task...

arxiv.org/abs/1411.5429v1

Permutation sorting and a game on graphs

We introduce a game on graphs. By a theorem of Zermelo, each instance of the game on a finite graph is determined. While the general decision problem on which player has a winning strategy in a given instance of the game is unsolved, we solve the dec...

stackoverflow.com/questions/43217134/aws-spot-instance-limit

AWS Spot Instance Limit

Tags: amazon-web-services, amazon-ec2 | Score: 10

en.wikipedia.org/wiki/Embedding

Embedding - Wikipedia

In mathematics, an embedding (or imbedding) is one instance of some mathematical structure contained within another instance, such as a group that is

arxiv.org/abs/1505.04383v3

How to refute a random CSP

Let $P$ be a $k$-ary predicate over a finite alphabet. Consider a random CSP$(P)$ instance $I$ over $n$ variables with $m$ constraints. When $m \gg n$ the instance $I$ will be unsatisfiable with high probability, and we want to find a refutation - i....

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