Julien Martel

5 papers · 2018–2022 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (3) ECCV (1) ICML (1)

Top co-authors

Gordon Wetzstein (2) Rishab Goel (2) Zhi Wen (2) Arsene Fansi Tchango (2) Joumana Ghosn (2) Lorenz Muller (1) Gaetan Marceau Caron (1) Mike Dunne (1) Giacomo Indiveri (1) David Lindell (1)

Keywords

neural network architecture (1) signal representation (1) collaborative filtering (1) implicit neural representation (1) partial differential equation (1) medical diagnosis (1) kernel function (1) infinite width (1) synthetic dataset (1) differential diagnosis (1) symptom detection (1) neural network (1) automatic diagnosis (1) periodic activation function (1) kernelized weight matrix (1)

Papers

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning NIPS 2022

DDXPlus: A New Dataset For Automatic Medical Diagnosis NIPS 2022

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images ECCV 2022

Implicit Neural Representations with Periodic Activation Functions NIPS 2020

Kernelized Synaptic Weight Matrices ICML 2018