Ewa Kijak
10 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
ποΈ
Keyword Collector
(50)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Natural Language Processing
(3)
Architectures
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Core AI
(2)
Models
(2)
Data Science & Analytics
(1)
Keywords
representation learning
(3)
data augmentation
(3)
text generation
(2)
image classification
(1)
action recognition
(1)
embedding space
(1)
feature learning
(1)
self-supervised learning
(1)
constrained generation
(1)
weakly supervised learning
(1)
evaluation framework
(1)
object detection
(1)
information retrieval
(1)
human-object interaction
(1)
reinforcement learning
(1)
maximum likelihood
(1)
visual recognition
(1)
image representation
(1)
monte carlo tree search
(1)
unsupervised learning
(1)
Papers
Reframing Image Difference Captioning with BLIP2IDC and Synthetic Augmentation
WACV 2025
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
NeurIPS 2023
AlignMixup: Improving Representations by Interpolating Aligned Features
CVPR 2022
Generative Cooperative Networks for Natural Language Generation
ICML 2022
It Takes Two to Tango: Mixup for Deep Metric Learning
ICLR 2022
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding
NAACL 2022
Detecting Human-Object Interaction With Mixed Supervision
WACV 2021
Unsupervised Part Learning for Visual Recognition
CVPR 2017
Direct vs. indirect evaluation of distributional thesauri
COLING 2016
Improving distributional thesauri by exploring the graph of neighbors
COLING 2014