Andrei Atanov

7 papers · 2019–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) ❓ The Questioner

Venues

ICLR (3) ECCV (2) CVPR (1) NeurIPS (1)

Top co-authors

Amir Zamir (6) Oğuzhan Fatih Kar (2) Teresa Yeo (2) Dmitriy Vetrov (1) Ghazal Hosseini Mighan (1) Zhitong Gao (1) Max Welling (1) Liangze Jiang (1) Yulun Jiang (1) Ajay Sohmshetty (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Application Areas (2) Architectures (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

domain generalization (2) variational inference (1) bayesian inference (1) model robustness (1) data augmentation (1) in-context learning (1) out-of-distribution generalization (1) generative model (1) convolutional neural network (1) inductive bia (1) foundation model (1) image corruption (1) spurious correlation (1) task adaptation (1) implicit distribution (1) neural network generalization (1) zero-shot inference (1) multiple hypothesis (1) weight prior (1) neural network (1)

Papers

Large (Vision) Language Models are Unsupervised In-Context Learners ICLR 2025 How Far Can a 1-Pixel Camera Go? Solving Vision Tasks using Photoreceptors and Computationally Designed Visual Morphology ECCV 2024 Unraveling the Key Components of OOD Generalization via Diversification ICLR 2024 3D Common Corruptions and Data Augmentation CVPR 2022 MultiMAE: Multi-modal Multi-task Masked Autoencoders ECCV 2022 Task Discovery: Finding the Tasks that Neural Networks Generalize on NeurIPS 2022 The Deep Weight Prior ICLR 2019