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EPFL - EPF Lausanne
Switzerland
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Sim-to-Real Causal Transfer: A Metric Learning Approach to Causally-Aware Interaction Representations
7 December 2023 by
Yuejiang Liu
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Artificial Intelligence
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia
20 February 2024 by
Giovanni Monea
and
others
at
EPFL - EPF Lausanne
Computation and Language
A safe exploration approach to constrained Markov decision processes
23 May 2024 by
Tingting Ni
and
Maryam Kamgarpour
at
EPFL - EPF Lausanne
Machine Learning
,
Optimization and Control
Technical description of the EPFL submission to the JPEG DNA CfP
1 December 2023 by
Davi Lazzarotto
and
others
at
EPFL - EPF Lausanne
Image and Video Processing
Linear Matching of JavaScript Regular Expressions
23 July 2024 by
Aurèle Barrière
and
Clément Pit-Claudel
at
EPFL - EPF Lausanne
Programming Languages
,
Formal Languages and Automata Theory
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models
1
27 November 2023 by
Zeming Chen
and
others
at
EPFL - EPF Lausanne
Computation and Language
,
Artificial Intelligence
Enhanced inverted singlet-triplet gaps in azaphenalenes and non-alternant hydrocarbons
23 November 2023 by
Marc Garner
and
others
at
EPFL - EPF Lausanne
Theoretical and Computational Chemistry
,
Physical Chemistry
PaSS: Parallel Speculative Sampling
22 November 2023 by
Giovanni Monea
and
others
at
EPFL - EPF Lausanne
Computation and Language
Optimal optomechanical cavity setups with highly reflecting membranes
6 March 2024 by
Georg Enzian
and
others
at
EPFL - EPF Lausanne
Optics
,
Quantum Physics
Finite-temperature vibronic spectra from the split-operator coherence thermofield dynamics
23 February 2024 by
Zhan Tong Zhang
and
Jiřà J. L. VanĂÄŤek
at
EPFL - EPF Lausanne
Chemical Physics
,
Computational Physics
Risk-aware Scheduling and Dispatch of Flexibility Events in Buildings
1
27 August 2024 by
Paul Scharnhorst
and
others
at
EPFL - EPF Lausanne
Systems and Control
Extracting human interpretable structure-property relationships in chemistry using XAI and large language models
7 November 2023 by
Geemi Wellawatte
and
Philippe Schwaller
at
EPFL - EPF Lausanne
Chemical Physics
,
Machine Learning
Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance
6 November 2023 by
Thiemo Wambsganss
and
others
at
EPFL - EPF Lausanne
Computation and Language
,
Computers and Society
Pore size estimation in axon-mimicking microfibres with diffusion-relaxation MRI
21 December 2023 by
Erick Canales-Rodriguez
and
others
at
EPFL - EPF Lausanne
Medical Physics
Closing the Gap to Quadratic Invariance: a Regret Minimization Approach to Optimal Distributed Control
26 March 2024 by
Daniele Martinelli
and
others
at
EPFL - EPF Lausanne
Systems and Control
Causal Temporal Regime Structure Learning
27 May 2024 by
Abdellah Rahmani
and
Pascal Frossard
at
EPFL - EPF Lausanne
Machine Learning
,
Artificial Intelligence
Electronic excited states from physically-constrained machine learning
8 November 2023 by
Edoardo Cignoni
and
others
at
EPFL - EPF Lausanne
Chemical Physics
,
Machine Learning
What Formal Languages Can Transformers Express? A Survey
4 September 2024 by
Lena Strobl
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Computation and Language
Strong hole-photon coupling in planar Ge for probing charge degree and strongly-correlated states
4 December 2024 by
Franco Palma
and
others
at
EPFL - EPF Lausanne
Quantum Physics
,
Mesoscale and Nanoscale Physics
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks
31 October 2023 by
Jiayuan Ye
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Cryptography and Security
A radial variable for de Sitter two-point functions
7 November 2023 by
Manuel Loparco
and
others
at
EPFL - EPF Lausanne
High Energy Physics
,
Mathematical Physics
Fantastic Generalization Measures are Nowhere to be Found
28 November 2023 by
Michael Gastpar
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Neural and Evolutionary Computing
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms
20 December 2023 by
Alexis Goujon
and
others
at
EPFL - EPF Lausanne
Image and Video Processing
,
Computer Vision and Pattern Recognition
Gyrokinetic moment-based simulations of the Dimits shift
20 November 2023 by
A. C. D. Hoffmann
and
others
at
EPFL - EPF Lausanne
Plasma Physics
,
Computational Physics
Orthologic with Axioms
7 December 2023 by
Simon Guilloud
and
Viktor Kuncak
at
EPFL - EPF Lausanne
Logic in Computer Science
,
Logic
Trial matching: capturing variability with data-constrained spiking neural networks
1 December 2023 by
Christos Sourmpis
and
others
at
EPFL - EPF Lausanne
Neurons and Cognition
Initial Guessing Bias: How Untrained Networks Favor Some Classes
8 November 2024 by
Emanuele Francazi
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Disordered Systems and Neural Networks
Landmark Attention: Random-Access Infinite Context Length for Transformers
20 November 2023 by
Amirkeivan Mohtashami
and
Martin Jaggi
at
EPFL - EPF Lausanne
Computation and Language
,
Machine Learning
Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning
18 January 2024 by
Saibo Geng
and
others
at
EPFL - EPF Lausanne
Computation and Language
,
Artificial Intelligence
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models
21 November 2023 by
Guillermo Ortiz-Jiménez
and
others
at
EPFL - EPF Lausanne
Machine Learning
,
Computer Vision and Pattern Recognition
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Machine Learning
Computation and Language
Artificial Intelligence
Computer Vision and Pattern Recognition
Quantum Physics
Optics
Theoretical and Computational Chemistry
Chemical Physics
Systems and Control
Numerical Analysis
Robotics
Computational Physics
High Energy Physics
Computers and Society
Astrophysics of Galaxies