Sara Beery
15 papers · 2018–2026 · 8 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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πΊοΈ Taxonomy Completionist (35) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Mega-Team Β· Squad
β
The Questioner
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(65)
Top co-authors
Research topics
Machine Learning
(11)
Core Methods
(8)
Computer Vision
(7)
Learning Types Β· Machine Learning
(7)
Analysis
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Architectures
(2)
Core AI
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Computer Science
(1)
Keywords
synthetic data
(3)
image retrieval
(2)
few-shot learning
(2)
representation learning
(2)
species classification
(2)
semantic segmentation
(1)
model selection
(1)
zero-shot learning
(1)
image generation
(1)
action recognition
(1)
contrastive learning
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
hierarchical classification
(1)
bayesian inference
(1)
feature extraction
(1)
metric learning
(1)
object detection
(1)
image classification
(1)
Papers
ID-Sim: An Identity-Focused Similarity Metric
CVPR 2026
Consensus-Driven Active Model Selection
ICCV 2025
Personalized Representation from Personalized Generation
ICLR 2025
Visually Consistent Hierarchical Image Classification
ICLR 2025
Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval
IJCAI 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
NeurIPS 2024
Position: Application-Driven Innovation in Machine Learning
ICML 2024
MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding
CVPR 2023
Extending the WILDS Benchmark for Unsupervised Adaptation
ICLR 2022
The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift
CVPR 2022
The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
ECCV 2022
Benchmarking Representation Learning for Natural World Image Collections
CVPR 2021
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection
CVPR 2020
Synthetic Examples Improve Generalization for Rare Classes
WACV 2020
Recognition in Terra Incognita
ECCV 2018