Assaf Shocher
13 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26)
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(2)
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Century Club · Bronze
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Research topics
Machine Learning
(10)
Computer Vision
(9)
Deep Learning
(9)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(6)
Models
(5)
Core Methods
(4)
Generation
(4)
Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Computer Science
(1)
Reinforcement Learning
(1)
Analysis
(1)
Keywords
unsupervised learning
(3)
generative model
(3)
generative adversarial network
(3)
test-time training
(2)
image generation
(2)
feature extraction
(2)
internal learning
(2)
image manipulation
(2)
image reconstruction
(2)
image restoration
(1)
kernel estimation
(1)
text-to-image generation
(1)
nearest neighbor
(1)
distribution shift
(1)
reinforcement learning
(1)
image dehazing
(1)
image segmentation
(1)
semantic similarity
(1)
visual concept
(1)
gaussian noise
(1)
Papers
IT$^3$: Idempotent Test-Time Training
ICML 2025
RL-RC-DoT: A Block-level RL agent for Task-Aware Video Compression
CVPR 2025
Idempotent Generative Network
ICLR 2024
Stochastic positional embeddings improve masked image modeling
ICML 2024
The Hidden Language of Diffusion Models
ICLR 2024
Rosetta Neurons: Mining the Common Units in a Model Zoo
ICCV 2023
Diverse Generation from a Single Video Made Possible
ECCV 2022
Drop the GAN: In Defense of Patches Nearest Neighbors As Single Image Generative Models
CVPR 2022
Semantic Pyramid for Image Generation
CVPR 2020
Blind Super-Resolution Kernel Estimation using an Internal-GAN
NeurIPS 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors
CVPR 2019
InGAN: Capturing and Retargeting the "DNA" of a Natural Image
ICCV 2019
“Zero-Shot” Super-Resolution Using Deep Internal Learning
CVPR 2018