Anna Kukleva
16 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Research topics
Machine Learning
(12)
Learning Types Β· Machine Learning
(12)
Computer Vision
(7)
Analysis
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI Β· Artificial Intelligence
(5)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Application Areas
(2)
Domain-Specific
(2)
Processing
(2)
Core AI Β· Computer Vision
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(5)
representation learning
(4)
vision-language model
(3)
action recognition
(3)
catastrophic forgetting
(2)
unsupervised learning
(2)
style transfer
(2)
few-shot learning
(2)
zero-shot learning
(2)
self-supervised learning
(2)
video understanding
(2)
long-tail distribution
(2)
multimodal learning
(2)
embedding space
(1)
cluster analysis
(1)
domain adaptation
(1)
self-attention mechanism
(1)
metric learning
(1)
weakly supervised learning
(1)
video segmentation
(1)
Papers
MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data
WACV 2026
T-FAKE: Synthesizing Thermal Images for Facial Landmarking
CVPR 2025
VideoGEM: Training-free Action Grounding in Videos
CVPR 2025
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale
ECCV 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning
CVPR 2024
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization
CVPR 2024
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval
ICCV 2023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints
ICCV 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning
ICCV 2023
Temperature Schedules for self-supervised contrastive methods on long-tail data
ICLR 2023
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning
CVPR 2022
CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video
ECCV 2022
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration Without Forgetting
ICCV 2021
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences
WACV 2021
Learning Interactions and Relationships Between Movie Characters
CVPR 2020
Unsupervised Learning of Action Classes With Continuous Temporal Embedding
CVPR 2019