Toggle navigation
OpenReview
.net
Login
×
Back to
ICML
ICML 2024 Workshop ML4LMS Submissions
DualBind: A Dual-Loss Framework for Protein-Ligand Binding Affinity Prediction
Meng Liu
,
Saee Gopal Paliwal
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Score-Based Generative Models For Binding Peptide Backbones
ICML 2024 Workshop ML4LMS
Published: 17 Jun 2024, Last Modified: 22 Jul 2024
ML4LMS Poster
Readers:
Everyone
Mirror, Mirror on the Wall: Automating Dental Smile Analysis in Smart Mirrors with CNN and Diffusion Model
ICML 2024 Workshop ML4LMS
Published: 17 Jun 2024, Last Modified: 24 Jul 2024
ML4LMS Poster
Readers:
Everyone
Protein Language Models in Directed Evolution
Russell Maguire
,
Kotryna Bloznelyte
,
Fikayo Adepoju
,
Matthew Armean-Jones
,
Shafiat Dewan
,
Akash Gupta
,
Frances Patricia Jones
,
Preet Lalli
,
Anna Schooneveld
,
Sean Thompson
,
Ece Ebrahimi
,
Stella Fozzard
,
David Berman
,
Luca Rossoni
,
Will Addison
,
Ian Taylor
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Finding Structure-Property Relationships for Molecular Property Predictions with Globally Explainable AI
Jonas Teufel
,
Pascal Friederich
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
FlowBack: A Flow-matching Approach for Generative Backmapping of Macromolecules
Michael Jones
,
Smayan Khanna
,
Andrew Ferguson
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Oral
Readers:
Everyone
Detecting critical treatment effect bias in small subgroups
Piersilvio De Bartolomeis
,
Javier Abad
,
Konstantin Donhauser
,
Fanny Yang
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Improving Route Development Using Convergent Retrosynthesis Planning
Paula Torren-Peraire
,
Jonas Verhoeven
,
Dorota Herman
,
Hugo Ceulemans
,
Igor V. Tetko
,
Jörg K. Wegner
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Machine learning nominal max oxygen consumption from wearable reflective pulse oximetry with density functional theory
Saleem Abdul Fattah Ahmed Al Dajani
,
Frédéric Laquai
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Constructing artificial life and materials scientists with accelerated AI using Deep AndersoNN
Saleem Abdul Fattah Ahmed Al Dajani
,
David Keyes
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Closed-Form Test Functions for Biophysical Sequence Optimization Algorithms
Samuel Don Stanton
,
Robert G Alberstein
,
Nathan C. Frey
,
Andrew Martin Watkins
,
Kyunghyun Cho
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
RamanSPy: Augmenting Raman Spectroscopy Data Analysis with AI
Dimitar Georgiev
,
Simon Vilms Pedersen
,
Ruoxiao Xie
,
Álvaro Fernández-Galiana
,
Molly M. Stevens
,
Mauricio Barahona
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Hyperspectral Unmixing for Raman Spectroscopy via Physics-Constrained Autoencoders
Dimitar Georgiev
,
Álvaro Fernández-Galiana
,
Simon Vilms Pedersen
,
Georgios Papadopoulos
,
Ruoxiao Xie
,
Molly M. Stevens
,
Mauricio Barahona
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
AbFlex: Predicting the conformational flexibility of antibody CDRs
Fabian C Spoendlin
,
Wing Ki Wong
,
Guy Georges
,
Alexander Bujotzek
,
Charlotte Deane
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Chemical Language Modeling with Structured State Spaces
Rıza Özçelik
,
Sarah de Ruiter
,
Emanuele Criscuolo
,
Francesca Grisoni
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Robustness of Explainable Artificial Intelligence in Industrial Process Modelling
Benedikt Kantz
,
Clemens Staudinger
,
Christoph Feilmayr
,
Johannes Wachlmayr
,
Alexander Haberl
,
Stefan Schuster
,
Franz Pernkopf
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
Towards Linking Graph Topology to Model Performance for Biomedical Knowledge Graph Completion
Alberto Cattaneo
,
Thomas Martynec
,
Stephen Bonner
,
Carlo Luschi
,
Daniel Justus
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
EvoSBDD: Latent Evolution for Accurate and Efficient Structure-Based Drug Design
Danny Reidenbach
Published: 17 Jun 2024, Last Modified: 16 Jul 2024
ML4LMS Poster
Readers:
Everyone
«
‹
1
2
3
›
»