Mehdi S. M. Sajjadi
23 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(18)
Computer Vision
(16)
Analysis
(11)
Architectures
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Machine Learning
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Models
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Generation
(6)
Learning Types · Deep Learning
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Processing
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Artificial Intelligence
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Learning Types · Machine Learning
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Core AI
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Application Areas
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Core Methods
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Computer Science
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Keywords
novel view synthesis
(6)
3d reconstruction
(5)
self-supervised learning
(4)
scene representation
(3)
depth estimation
(3)
neural scene representation
(2)
slot attention
(2)
video representation
(2)
neural radiance field
(2)
photorealistic rendering
(2)
variational autoencoder
(2)
representation learning
(2)
3d scene representation
(2)
video understanding
(2)
generative adversarial network
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object-centric representation
(2)
generative model
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diffusion model
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vision transformer
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multimodal learning
(1)
Papers
Efficiently Reconstructing Dynamic Scenes One D4RT at a Time
CVPR 2026
Direct Motion Models for Assessing Generated Videos
ICML 2025
From Image to Video: An Empirical Study of Diffusion Representations
ICCV 2025
LayerLock: Non-collapsing Representation Learning with Progressive Freezing
ICCV 2025
TAPNext: Tracking Any Point (TAP) as Next Token Prediction
ICCV 2025
DORSal: Diffusion for Object-centric Representations of Scenes et al.
ICLR 2024
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
ICLR 2024
Moving Off-the-Grid: Scene-Grounded Video Representations
NeurIPS 2024
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
ICML 2023
PaLM-E: An Embodied Multimodal Language Model
ICML 2023
RUST: Latent Neural Scene Representations From Unposed Imagery
CVPR 2023
Test-time Adaptation with Slot-Centric Models
ICML 2023
Kubric: A Scalable Dataset Generator
CVPR 2022
Object Scene Representation Transformer
NeurIPS 2022
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis From Sparse Inputs
CVPR 2022
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations
CVPR 2022
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections
CVPR 2021
From Variational to Deterministic Autoencoders
ICLR 2020
Assessing Generative Models via Precision and Recall
NeurIPS 2018
Frame-Recurrent Video Super-Resolution
CVPR 2018
Spatio-temporal Transformer Network for Video Restoration
ECCV 2018
Tempered Adversarial Networks
ICML 2018
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis
ICCV 2017