David J Fleet
11 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (42) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Keyword Trendsetter Combo
(5)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(6)
ποΈ
Keyword Collector
(87)
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(8)
Computer Vision
(7)
Machine Learning
(7)
Core Methods
(5)
Models
(5)
Optimization & Theory
(4)
Analysis
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Processing
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Optimization
(2)
Keywords
diffusion model
(3)
representation learning
(2)
cryo-electron microscopy
(2)
generative model
(2)
stochastic gradient descent
(2)
image reconstruction
(2)
nearest neighbor search
(2)
vision-language model
(2)
image generation
(1)
structured prediction
(1)
multi-task learning
(1)
similarity search
(1)
hyperparameter optimization
(1)
uncertainty quantification
(1)
3d reconstruction
(1)
computer vision
(1)
data augmentation
(1)
convex optimization
(1)
self-supervised learning
(1)
video prediction
(1)
Papers
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
NeurIPS 2024
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
NeurIPS 2023
A Unified Sequence Interface for Vision Tasks
NeurIPS 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
NeurIPS 2022
Residual Multiplicative Filter Networks for Multiscale Reconstruction
NeurIPS 2022
Video Diffusion Models
NeurIPS 2022
Unsupervised Part Representation by Flow Capsules
ICML 2021
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation
NeurIPS 2020
Efficient Non-greedy Optimization of Decision Trees
NeurIPS 2015
Efficient Optimization for Sparse Gaussian Process Regression
NeurIPS 2013
Hamming Distance Metric Learning
NeurIPS 2012