David J Fleet
11 papers · 2012–2024 · 2 conferences · across top CS/AI conferences
Achievements
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(11)
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Conferences
NIPS (10)
ICML (1)
Top co-authors
Research topics
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
NIPS 2024
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
NIPS 2023
A Unified Sequence Interface for Vision Tasks
NIPS 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
NIPS 2022
Residual Multiplicative Filter Networks for Multiscale Reconstruction
NIPS 2022
Video Diffusion Models
NIPS 2022
Unsupervised Part Representation by Flow Capsules
ICML 2021
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation
NIPS 2020
Efficient Non-greedy Optimization of Decision Trees
NIPS 2015
Efficient Optimization for Sparse Gaussian Process Regression
NIPS 2013
Hamming Distance Metric Learning
NIPS 2012