Nina Shvetsova
9 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
❓
The Questioner
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(7)
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(5)
Computer Vision
(4)
Application Areas
(4)
Processing
(4)
Deep Learning
(3)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Keywords
vision-language model
(4)
video understanding
(3)
representation learning
(3)
contrastive learning
(2)
multimodal learning
(2)
zero-shot retrieval
(2)
self-supervised learning
(2)
zero-shot learning
(2)
domain generalization
(1)
self-attention mechanism
(1)
video classification
(1)
action localization
(1)
video captioning
(1)
video retrieval
(1)
semantic structure
(1)
video recognition
(1)
multiple instance learning
(1)
spatial localization
(1)
cross-modal retrieval
(1)
style transfer
(1)
Papers
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks
CVPR 2025
VideoGEM: Training-free Action Grounding in Videos
CVPR 2025
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale
ECCV 2024
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
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
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge
ICCV 2023
Preserving Modality Structure Improves Multi-Modal Learning
ICCV 2023
Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval
CVPR 2022