Tomer Galanti
19 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (11)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(7)
🤝
Dynamic Duo
(11)
🔥
Unstoppable
(8)
💎
Century Club
(19)
🚀
Conference Pioneer
🗃️
Keyword Collector
(51)
Conferences
ICLR (6)
NIPS (6)
ECCV (2)
CLEAR (1)
ICCV (1)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
representation learning
(3)
decision tree
(2)
neural network
(2)
domain adaptation
(2)
neural tangent kernel
(2)
neural network optimization
(1)
image translation
(1)
function approximation
(1)
language modeling
(1)
text generation
(1)
feature learning
(1)
adversarial training
(1)
weakly supervised learning
(1)
gaussian process
(1)
computational power
(1)
kernel regression
(1)
deep classifier
(1)
generative model
(1)
generalization bound
(1)
self-supervised learning
(1)
Papers
Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference
ICLR 2025
Formation of Representations in Neural Networks
ICLR 2025
On the Power of Decision Trees in Auto-Regressive Language Modeling
NIPS 2024
Feature learning in deep classifiers through Intermediate Neural Collapse
ICML 2023
Reverse Engineering Self-Supervised Learning
NIPS 2023
Norm-based Generalization Bounds for Sparse Neural Networks
NIPS 2023
On the Role of Neural Collapse in Transfer Learning
ICLR 2022
Weakly Supervised Discovery of Semantic Attributes
CLEAR 2022
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models
ECCV 2022
On random kernels of residual architectures
UAI 2021
Meta Internal Learning
NIPS 2021
Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs
JMLR 2021
On the Modularity of Hypernetworks
NIPS 2020
On Infinite-Width Hypernetworks
NIPS 2020
Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer
ICLR 2019
Unsupervised Learning of the Set of Local Maxima
ICLR 2019
Domain Intersection and Domain Difference
ICCV 2019
The Role of Minimal Complexity Functions in Unsupervised Learning of Semantic Mappings
ICLR 2018
Estimating the Success of Unsupervised Image to Image Translation
ECCV 2018