Search Results - "Kayhan, Semih"
-
1
On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01-01-2020)“…In this paper we challenge the common assumption that convolutional layers in modern CNNs are translation invariant. We show that CNNs can and will exploit the…”
Get full text
Conference Proceeding -
2
Impact of small molecule‐mediated inhibition of ammonia detoxification on lung malignancies and liver metabolism
Published in Cancer communications (London, England) (01-04-2023)“…Abbreviations ADP adenosine diphosphate ARG1 arginase 1 ASL argininosuccinate lyase ASS1 argininosuccinate synthetase 1 BIC bicarbonate phosphorylation domain…”
Get full text
Journal Article -
3
ROLE OF ECTOPIC EXPRESSION OF UREA CYCLE ENZYMES IN COMMON MALIGNANCIES
Published in Molecular genetics and metabolism (01-04-2022)Get full text
Journal Article -
4
-
5
A Novel Automatic Rapid Diagnostic Test Reader Platform
Published in Computational and mathematical methods in medicine (01-01-2016)“…A novel automatic Rapid Diagnostic Test (RDT) reader platform is designed to analyze and diagnose target disease by using existing consumer cameras of a…”
Get full text
Journal Article -
6
Hallucination In Object Detection - A Study In Visual Part VERIFICATION
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19-09-2021)“…We show that object detectors can hallucinate and detect missing objects; potentially even accurately localized at their expected, but non-existing, position…”
Get full text
Conference Proceeding -
7
PUNet: Temporal Action Proposal Generation With Positive Unlabeled Learning Using Key Frame Annotations
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19-09-2021)“…Popular approaches to classifying action segments in long, realistic, untrimmed videos start with high quality action proposals. Current action proposal…”
Get full text
Conference Proceeding -
8
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…Occlusion degrades the performance of human pose estimation. In this paper, we introduce targeted keypoint and body part occlusion attacks. The effects of the…”
Get full text
Conference Proceeding -
9
Evaluating Context for Deep Object Detectors
Published 05-05-2022“…Which object detector is suitable for your context sensitive task? Deep object detectors exploit scene context for recognition differently. In this paper, we…”
Get full text
Journal Article -
10
VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
Published 26-06-2024“…The fourth edition of the "VIPriors: Visual Inductive Priors for Data-Efficient Deep Learning" workshop features two data-impaired challenges. These challenges…”
Get full text
Journal Article -
11
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location
Published 16-03-2020“…In this paper we challenge the common assumption that convolutional layers in modern CNNs are translation invariant. We show that CNNs can and will exploit the…”
Get full text
Journal Article -
12
Hallucination In Object Detection -- A Study In Visual Part Verification
Published 04-06-2021“…We show that object detectors can hallucinate and detect missing objects; potentially even accurately localized at their expected, but non-existing, position…”
Get full text
Journal Article -
13
t-EVA: Time-Efficient t-SNE Video Annotation
Published 26-11-2020“…Video understanding has received more attention in the past few years due to the availability of several large-scale video datasets. However, annotating…”
Get full text
Journal Article -
14
VIPriors 3: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
Published 31-05-2023“…The third edition of the "VIPriors: Visual Inductive Priors for Data-Efficient Deep Learning" workshop featured four data-impaired challenges, focusing on…”
Get full text
Journal Article -
15
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
Published 20-10-2020“…Occlusion degrades the performance of human pose estimation. In this paper, we introduce targeted keypoint and body part occlusion attacks. The effects of the…”
Get full text
Journal Article -
16
Automatic reading of helicobacter pylori tests via tablet computer
Published in 2016 National Conference on Electrical, Electronics and Biomedical Engineering (ELECO) (01-12-2016)“…Rapid Diagnostic Tests (RDTs) are commonly used in microbiology laboratory of hospitals to diagnose many diseases in a short period of time. Conversely, the…”
Get full text
Conference Proceeding -
17
Evaluation of Adeno-Rota virus tests via tablet computer
Published in 2016 Electric Electronics, Computer Science, Biomedical Engineerings' Meeting (EBBT) (01-04-2016)“…Rapid Diagnostic Tests (RDTs) are used in microbiology laboratory of hospitals to diagnose many diseases commonly. However, the reading processes of RDTs are…”
Get full text
Conference Proceeding -
18
VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
Published 21-01-2022“…The second edition of the "VIPriors: Visual Inductive Priors for Data-Efficient Deep Learning" challenges featured five data-impaired challenges, where models…”
Get full text
Journal Article -
19
VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
Published 05-03-2021“…We present the first edition of "VIPriors: Visual Inductive Priors for Data-Efficient Deep Learning" challenges. We offer four data-impaired challenges, where…”
Get full text
Journal Article -
20
JPEG image Encryption via TEA algorithm
Published in 2015 23nd Signal Processing and Communications Applications Conference (SIU) (01-05-2015)“…Recently, image compression and image encryption methods are very crucial in terms of transmission and security of images. Therefore, image compression and…”
Get full text
Conference Proceeding