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ICLR 2025 Workshop XAI4Science Submissions
Scaling Sparse Autoencoders for Interpreting Protein Structure Prediction
John Jingxuan Yang
,
David J Yang
,
Nithin Parsan
Published: 06 Mar 2025, Last Modified: 06 Mar 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
TIME-AWARE FEATURE SELECTION: ADAPTIVE TEMPORAL MASKING FOR STABLE SPARSE AUTOENCODER TRAINING
Ed Li
,
Junyu Ren
Published: 06 Mar 2025, Last Modified: 20 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach
Mikael Makonnen
,
Moritz Vandenhirtz
,
Sonia Laguna
,
Julia E Vogt
Published: 06 Mar 2025, Last Modified: 13 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
LENS: Learning and Evolving Numerical Scores for Cohort-Specific Clinical Insights
Kei Sen Fong
,
Mehul Motani
Published: 06 Mar 2025, Last Modified: 20 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation
Hyeongwon Jang
,
Changhun Kim
,
Eunho Yang
Published: 06 Mar 2025, Last Modified: 14 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
AlphaGo or beta-hCG: a reinforcement learning framework for assisted conception
Simon Hanassab
,
Elizaveta Sheremetyeva
,
Sonali Parbhoo
,
Scott Nelson
,
Professor Waljit Dhillo
,
Thomas Heinis
,
Ali Abbara
Published: 06 Mar 2025, Last Modified: 12 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
Marco Bondaschi
,
Nived Rajaraman
,
Xiuying Wei
,
Kannan Ramchandran
,
Razvan Pascanu
,
Caglar Gulcehre
,
Michael Gastpar
,
Ashok Vardhan Makkuva
Published: 06 Mar 2025, Last Modified: 10 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Piecewise Polynomial Regression of Tame Functions via Integer Programming
Gilles Bareilles
,
Johannes Aspman
,
Jiří Němeček
,
Jakub Marecek
Published: 06 Mar 2025, Last Modified: 09 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Generating $\pi$-Functional Molecules Using STGG+ with Active Learning
Alexia Jolicoeur-Martineau
,
Yan Zhang
,
Boris Knyazev
,
Aristide Baratin
,
Cheng-Hao Liu
Published: 06 Mar 2025, Last Modified: 08 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Bayesian Concept Bottleneck Models with LLM Priors
Jean Feng
,
Avni Kothari
,
Lucas Zier
,
Chandan Singh
,
Yan Shuo Tan
Published: 06 Mar 2025, Last Modified: 19 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Why Uncertainty Calibration Matters for Reliable Perturbation-based Explanations
Thomas Decker
,
Volker Tresp
,
Florian Buettner
Published: 06 Mar 2025, Last Modified: 14 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Modeling Multi-Regional and Non-Stationary Neural Dynamics via Latent Sub-Circuits
Noga Mudrik
,
Ryan Ly
,
Oliver Ruebel
,
Adam Shabti Charles
Published: 06 Mar 2025, Last Modified: 17 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Moment Neural Operator: Interpretable mapping in discontinuous function spaces
Qi Gao
,
Kuang Huang
,
Xuan Di
Published: 06 Mar 2025, Last Modified: 18 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
BarkXAI: A Lightweight Post-Hoc Explainable Method for Tree Species Classification with Quantifiable Concepts
Yunmei Huang
,
Songlin Hou
,
Zachary Nelson Horve
,
Songlin Fei
Published: 06 Mar 2025, Last Modified: 20 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis
Rachel S.Y. Teo
,
Tan Minh Nguyen
Published: 06 Mar 2025, Last Modified: 06 Mar 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
Krzysztof Kacprzyk
,
Julianna Piskorz
,
Mihaela van der Schaar
Published: 06 Mar 2025, Last Modified: 20 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
LEARNING MULTIPHASE AND MULTIPHYSICS SYSTEM WITH DECOUPLED STATE SPACE MODEL
Yun Young Choi
,
Seunghwan Lee
,
Minho Lee
,
Lee JinHaeng
,
Joohwan Ko
,
Chanwoong Moon
Published: 06 Mar 2025, Last Modified: 20 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding
Hesam Hosseini
,
Ghazal Hosseini Mighan
,
Amirabbas Afzali
,
Sajjad Amini
,
Amir Houmansadr
Published: 06 Mar 2025, Last Modified: 18 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Graph Discrete Diffusion: a Spectral Study
Olga Zaghen
,
Manuel Madeira
,
Laura Toni
,
Pascal Frossard
Published: 06 Mar 2025, Last Modified: 11 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Spatially-Informed Sampling Enables Accurate Prediction of Large-Scale Mutational Effects
Maxime Basse
,
Dianzhuo Wang
,
Eugene Shakhnovich
Published: 06 Mar 2025, Last Modified: 06 Mar 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Causally Reliable Concept Bottleneck Models
Giovanni De Felice
,
Arianna Casanova
,
Francesco De Santis
,
Silvia Santini
,
Johannes Schneider
,
Pietro Barbiero
,
Alberto Termine
Published: 06 Mar 2025, Last Modified: 18 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Circuit mechanism for compositional induction in transformer
Cheng Tang
,
Brenden Lake
,
Mehrdad Jazayeri
Published: 06 Mar 2025, Last Modified: 18 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation
Leander Weber
,
Jim Berend
,
Moritz Weckbecker
,
Alexander Binder
,
Thomas Wiegand
,
Wojciech Samek
,
Sebastian Lapuschkin
Published: 06 Mar 2025, Last Modified: 15 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
SHAP-BASED A-POSTERIORI INTERPRETABILITY FOR GRAPH NEURAL NETWORKS IN CFD-BASED SUSTAINABLE BUILDING SIMULATIONS
BO SUN
,
hanmo wang
,
Tam Hong Nguyen
,
Alexander Lin
Published: 06 Mar 2025, Last Modified: 14 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders
Bartosz Cywiński
,
Kamil Deja
Published: 06 Mar 2025, Last Modified: 14 Apr 2025
ICLR 2025 Workshop XAI4Science
Readers:
Everyone
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