Daniel Zoran
24 papers · 2009–2026 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(15)
Computer Vision
(13)
Machine Learning
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Artificial Intelligence
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Processing
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Analysis
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Core Methods
(8)
Learning Types Β· Machine Learning
(8)
Learning Types Β· Deep Learning
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Core AI Β· Artificial Intelligence
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Core AI Β· Computer Vision
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self-supervised learning
(5)
representation learning
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computer vision
(3)
variational inference
(3)
natural image statistics
(3)
scene understanding
(3)
video prediction
(3)
video representation
(2)
depth estimation
(2)
gaussian mixture model
(2)
optical flow estimation
(2)
view synthesis
(2)
disentangled representation
(2)
image reconstruction
(2)
attention mechanism
(2)
variational autoencoder
(2)
feature extraction
(1)
continual learning
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independent component analysis
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reinforcement learning
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Papers
Recurrent Video Masked Autoencoders
CVPR 2026
Unique Lives, Shared World: Learning from Single-Life Videos
CVPR 2026
Learning from Streaming Video with Orthogonal Gradients
CVPR 2025
Learning from One Continuous Video Stream
CVPR 2024
Moving Off-the-Grid: Scene-Grounded Video Representations
NeurIPS 2024
SODA: Bottleneck Diffusion Models for Representation Learning
CVPR 2024
Combining Behaviors with the Successor Features Keyboard
NeurIPS 2023
Object Discovery and Representation Networks
ECCV 2022
Perceiver IO: A General Architecture for Structured Inputs & Outputs
ICLR 2022
NeRF-VAE: A Geometry Aware 3D Scene Generative Model
ICML 2021
PARTS: Unsupervised Segmentation With Slots, Attention and Independence Maximization
ICCV 2021
SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition
NeurIPS 2021
Towards Robust Image Classification Using Sequential Attention Models
CVPR 2020
Multi-Object Representation Learning with Iterative Variational Inference
ICML 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents
NeurIPS 2019
LaVAN: Localized and Visible Adversarial Noise
ICML 2018
Variational Memory Addressing in Generative Models
NeurIPS 2017
Visual Interaction Networks: Learning a Physics Simulator from Video
NeurIPS 2017
Computational Imaging for VLBI Image Reconstruction
CVPR 2016
Learning Ordinal Relationships for Mid-Level Vision
ICCV 2015
Shape and Illumination from Shading using the Generic Viewpoint Assumption
NeurIPS 2014
Learning the Local Statistics of Optical Flow
NeurIPS 2013
Natural Images, Gaussian Mixtures and Dead Leaves
NeurIPS 2012
The 'tree-dependent components' of natural scenes are edge filters
NeurIPS 2009