Kayvon Fatahalian
15 papers · 2018–2024 · 9 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (33)
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Conference Polyglot
(9)
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Academic Marathon
(6)
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Grand Slam
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Century Club
(15)
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Keyword Collector
(67)
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Prolific Year
(6)
π₯
Unstoppable
(5)
Conferences
ICCV (4)
ICML (3)
CVPR (2)
AAAI (1)
ECCV (1)
ICLR (1)
NIPS (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
weak supervision
(3)
probabilistic label
(2)
diffusion model
(2)
semi-supervised learning
(2)
representation learning
(2)
efficient inference
(2)
active learning
(2)
domain adaptation
(1)
domain generalization
(1)
semantic segmentation
(1)
image generation
(1)
transfer learning
(1)
action recognition
(1)
pose estimation
(1)
stochastic gradient descent
(1)
knowledge distillation
(1)
video classification
(1)
few-shot learning
(1)
model distillation
(1)
parameter estimation
(1)
Papers
Collage Diffusion
WACV 2024
Learning Subject-Aware Cropping by Outpainting Professional Photos
AAAI 2024
Shoring up the foundations: fusing model embeddings and weak supervision
UAI 2022
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
ICML 2022
"Spotting Temporally Precise, Fine-Grained Events in Video"
ECCV 2022
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
ICCV 2021
Background Splitting: Finding Rare Classes in a Sea of Background
CVPR 2021
Learning Rare Category Classifiers on a Tight Labeling Budget
ICCV 2021
Low-Shot Validation: Active Importance Sampling for Estimating Classifier Performance on Rare Categories
ICCV 2021
Large Batch Simulation for Deep Reinforcement Learning
ICLR 2021
Mandoline: Model Evaluation under Distribution Shift
ICML 2021
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods
ICML 2020
Multi-Resolution Weak Supervision for Sequential Data
NIPS 2019
Online Model Distillation for Efficient Video Inference
ICCV 2019
HydraNets: Specialized Dynamic Architectures for Efficient Inference
CVPR 2018