Maksims Volkovs
16 papers · 2012–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (12) π Cross-Pollinator (8)
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(8)
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Taxonomy Completionist
(45)
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Hot Topic Early Bird
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Keyword Trendsetter Combo
(3)
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Topic Evolution
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Century Club
(16)
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Trend Setter
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Unstoppable
(6)
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Keyword Collector
(76)
Conferences
NIPS (5)
CVPR (4)
ICLR (3)
ACL (1)
ICCV (1)
ICML (1)
MLHC (1)
Top co-authors
Keywords
representation learning
(3)
video understanding
(2)
nearest neighbor
(2)
image retrieval
(2)
manifold learning
(2)
recommender system
(2)
weakly supervised learning
(1)
collaborative filtering
(1)
approximate inference
(1)
embedding learning
(1)
metric learning
(1)
self-supervised learning
(1)
similarity search
(1)
knowledge distillation
(1)
in-context learning
(1)
machine translation
(1)
multimodal learning
(1)
bipartite matching
(1)
matrix factorization
(1)
reinforcement learning
(1)
Papers
Data-Efficient Multimodal Fusion on a Single GPU
CVPR 2024
Self-supervised Representation Learning from Random Data Projectors
ICLR 2024
Retrieval & Fine-Tuning for In-Context Tabular Models
NIPS 2024
DuETT: Dual Event Time Transformer for Electronic Health Records
MLHC 2023
Temporal Dependencies in Feature Importance for Time Series Prediction
ICLR 2023
DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation
ACL 2023
X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval
CVPR 2022
Improving Non-Autoregressive Translation Models Without Distillation
ICLR 2022
Weakly Supervised Action Selection Learning in Video
CVPR 2021
Context-Aware Scene Graph Generation With Seq2Seq Transformers
ICCV 2021
Improving Transformer Optimization Through Better Initialization
ICML 2020
Guided Similarity Separation for Image Retrieval
NIPS 2019
Explore-Exploit Graph Traversal for Image Retrieval
CVPR 2019
DropoutNet: Addressing Cold Start in Recommender Systems
NIPS 2017
Collaborative Ranking With 17 Parameters
NIPS 2012
Efficient Sampling for Bipartite Matching Problems
NIPS 2012