Evan Shelhamer
14 papers · 2015–2026 · 5 venues · across top CS/AI venues
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Achievements
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semantic segmentation
(3)
self-supervised learning
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adversarial robustness
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domain adaptation
(2)
test-time adaptation
(2)
image classification
(2)
few-shot learning
(1)
entropy minimization
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zero-shot learning
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variational inference
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transformer
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imitation learning
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multimodal learning
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image generation
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bayesian nonparametrics
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semi-supervised learning
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differential privacy
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Papers
OlmoEarth: Stable Latent Image Modeling for Multimodal Earth Observation
CVPR 2026
Galileo: Learning Global & Local Features of Many Remote Sensing Modalities
ICML 2025
Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
NeurIPS 2024
Back to the Source: Diffusion-Driven Adaptation To Test-Time Corruption
CVPR 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts
CVPR 2023
Anytime Dense Prediction with Confidence Adaptivity
ICLR 2022
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
ICML 2022
Object Discovery and Representation Networks
ECCV 2022
Perceiver IO: A General Architecture for Structured Inputs & Outputs
ICLR 2022
Tent: Fully Test-Time Adaptation by Entropy Minimization
ICLR 2021
Infinite Mixture Prototypes for Few-shot Learning
ICML 2019
Deep Layer Aggregation
CVPR 2018
Zero-Shot Visual Imitation
ICLR 2018
Fully Convolutional Networks for Semantic Segmentation
CVPR 2015