Etai Littwin
17 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🏃 Academic Marathon (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(10)
🧭
Keyword Pioneer
🧬
Topic Evolution
👑
Triple Crown
🔥
Unstoppable
(6)
⚡
Prolific Year
(5)
💎
Century Club
(17)
❓
The Questioner
(2)
Conferences
ICLR (6)
NIPS (5)
ICML (3)
CVPR (2)
UAI (1)
Top co-authors
Keywords
neural tangent kernel
(4)
neural network optimization
(3)
neural network
(3)
representation learning
(2)
outlier detection
(1)
ensemble learning
(1)
transfer learning
(1)
training stability
(1)
neural network training
(1)
function space
(1)
batch normalization
(1)
gaussian process
(1)
kernel regression
(1)
variance regularization
(1)
implicit bia
(1)
deep neural network
(1)
learning dynamics
(1)
training dynamics
(1)
self-supervised learning
(1)
feature learning
(1)
Papers
Distillation Scaling Laws
ICML 2025
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
ICLR 2024
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks
NIPS 2024
When can transformers reason with abstract symbols?
ICLR 2024
Vanishing Gradients in Reinforcement Finetuning of Language Models
ICLR 2024
What Algorithms can Transformers Learn? A Study in Length Generalization
ICLR 2024
Stabilizing Transformer Training by Preventing Attention Entropy Collapse
ICML 2023
Transformers learn through gradual rank increase
NIPS 2023
Adaptive Optimization in the $\infty$-Width Limit
ICLR 2023
Learning Representation from Neural Fisher Kernel with Low-rank Approximation
ICLR 2022
On random kernels of residual architectures
UAI 2021
Tensor Programs IIb: Architectural Universality Of Neural Tangent Kernel Training Dynamics
ICML 2021
Collegial Ensembles
NIPS 2020
On Infinite-Width Hypernetworks
NIPS 2020
Regularizing by the Variance of the Activations' Sample-Variances
NIPS 2018
The Multiverse Loss for Robust Transfer Learning
CVPR 2016
Spherical Embedding of Inlier Silhouette Dissimilarities
CVPR 2015