Maksims Volkovs
16 papers · 2012–2024 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
π
Trend Setter
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
ποΈ
Keyword Collector
(89)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(11)
Learning Types Β· Machine Learning
(10)
Core Methods
(9)
Learning Types Β· Deep Learning
(8)
Architectures
(7)
Computer Vision
(5)
Analysis
(4)
Data Science & Analytics
(3)
Natural Language Processing
(3)
Application Areas
(3)
Applications Β· Data Science & Analytics
(3)
Applications Β· Natural Language Processing
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Keywords
representation learning
(3)
video understanding
(2)
recommender system
(2)
knowledge distillation
(2)
manifold learning
(2)
machine translation
(2)
nearest neighbor
(2)
image retrieval
(2)
weakly supervised learning
(1)
collaborative filtering
(1)
approximate inference
(1)
self-supervised learning
(1)
embedding learning
(1)
multimodal learning
(1)
metric learning
(1)
masked language model
(1)
in-context learning
(1)
similarity search
(1)
data augmentation
(1)
matrix factorization
(1)
Papers
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
Retrieval & Fine-Tuning for In-Context Tabular Models
NeurIPS 2024
Self-supervised Representation Learning from Random Data Projectors
ICLR 2024
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
ACL 2023
DuETT: Dual Event Time Transformer for Electronic Health Records
MLHC 2023
Temporal Dependencies in Feature Importance for Time Series Prediction
ICLR 2023
Improving Non-Autoregressive Translation Models Without Distillation
ICLR 2022
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval
CVPR 2022
Context-Aware Scene Graph Generation With Seq2Seq Transformers
ICCV 2021
Weakly Supervised Action Selection Learning in Video
CVPR 2021
Improving Transformer Optimization Through Better Initialization
ICML 2020
Explore-Exploit Graph Traversal for Image Retrieval
CVPR 2019
Guided Similarity Separation for Image Retrieval
NeurIPS 2019
DropoutNet: Addressing Cold Start in Recommender Systems
NeurIPS 2017
Collaborative Ranking With 17 Parameters
NeurIPS 2012
Efficient Sampling for Bipartite Matching Problems
NeurIPS 2012