Martin Schrimpf
11 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (28) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🧬 Topic Evolution
🏆
Grand Slam
🗃️
Keyword Collector
(58)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(6)
Deep Learning
(5)
Computer Vision
(3)
Application Areas
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Analysis
(2)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Cognitive Science
(1)
Core Methods
(1)
Generation
(1)
Keywords
object recognition
(3)
neural network
(3)
representation learning
(3)
deep neural network
(2)
convolutional neural network
(2)
language model
(2)
adversarial robustness
(2)
brain alignment
(2)
neural encoding
(1)
neural network optimization
(1)
image classification
(1)
language understanding
(1)
neural network model
(1)
neural population
(1)
network pruning
(1)
implicit regularization
(1)
supervised learning
(1)
recurrent neural network
(1)
self-supervised learning
(1)
ventral stream
(1)
Papers
Contour Integration Underlies Human-Like Vision
ICML 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network
EMNLP 2025
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
ICML 2025
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units
NAACL 2025
TopoLM: brain-like spatio-functional organization in a topographic language model
ICLR 2025
Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data
CoNLL 2024
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness
ICLR 2023
Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
ICLR 2022
Frivolous Units: Wider Networks Are Not Really That Wide
AAAI 2021
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations
NeurIPS 2020
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
NeurIPS 2019