Andrey Zhmoginov
9 papers · 2018–2025 · 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
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
🐣
Hot Topic Early Bird
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Research topics
Machine Learning
(9)
Artificial Intelligence
(5)
Deep Learning
(4)
Application Areas
(4)
Architectures
(4)
Learning Types
(4)
Core AI
(3)
Learning Paradigms · Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Domain-Specific
(1)
Processing
(1)
Resources & Methods
(1)
Keywords
gradient descent
(2)
semi-supervised learning
(1)
object detection
(1)
multi-task learning
(1)
few-shot learning
(1)
transfer learning
(1)
vision transformer
(1)
knowledge distillation
(1)
in-context learning
(1)
hebbian learning
(1)
continual learning
(1)
communication efficiency
(1)
convolutional neural network
(1)
language model
(1)
induction head
(1)
non-iid data
(1)
parameter efficiency
(1)
context window
(1)
hierarchical memory
(1)
federated learning
(1)
Papers
How new data permeates LLM knowledge and how to dilute it
ICLR 2025
MELODI: Exploring Memory Compression for Long Contexts
ICLR 2025
Decentralized Learning With Multi-Headed Distillation
CVPR 2023
Transformers Learn In-Context by Gradient Descent
ICML 2023
Fine-Tuning Image Transformers Using Learnable Memory
CVPR 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning
ICML 2022
Meta-Learning Bidirectional Update Rules
ICML 2021
K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning
ICLR 2019
MobileNetV2: Inverted Residuals and Linear Bottlenecks
CVPR 2018