COUNTERFACTUAL CONCEPT BOTTLENECK MODELS
- Gabriele Dominici
- Pietro Barbiero
- et al.
- 2025
- ICLR 2025
Publications
DYNAMIC LOSS-BASED SAMPLE REWEIGHTING FOR IMPROVED LARGE LANGUAGE MODEL PRETRAINING
- Daouda A. Sow
- Herbert Woisetschläger
- et al.
- 2025
- ICLR 2025
EXPLAIN YOURSELF, BRIEFLY! SELF-EXPLAINING NEURAL NETWORKS WITH CONCISE SUFFICIENT REASONS
- Shahaf Bassan
- Ron Eliav
- et al.
- 2025
- ICLR 2025
PROGRAMMING REFUSAL WITH CONDITIONAL ACTIVATION STEERING
- Bruce W. Lee
- Inkit Padhi
- et al.
- 2025
- ICLR 2025
A NEW FRAMEWORK FOR EVALUATING MODEL OUT-OF-DISTRIBUTION GENERALISATION FOR THE BIOCHEMICAL DOMAIN
- Raúl Fernández-Díaz
- Thanh Lam Hoang
- et al.
- 2025
- ICLR 2025
SAFEDIFFUSER: SAFE PLANNING WITH DIFFUSION PROBABILISTIC MODELS
- Wei Xiao
- Tsun-Hsuan Wang
- et al.
- 2025
- ICLR 2025
TRAINING NONLINEAR TRANSFORMERS FOR CHAIN-OF-THOUGHT INFERENCE: A THEORETICAL GENERALIZATION ANALYSIS
- Hongkang Li
- Songtao Lu
- et al.
- 2025
- ICLR 2025
CALIBRATING EXPRESSIONS OF CERTAINTY
- Peiqi Wang
- Barbara D. Lam
- et al.
- 2025
- ICLR 2025
THE CASE FOR CLEANER BIOSIGNALS: HIGH-FIDELITY NEURAL COMPRESSOR ENABLES TRANSFER FROM CLEANER IEEG TO NOISIER EEG
- Francesco S. Carzaniga
- Gary Hoppeler
- et al.
- 2025
- ICLR 2025
PARTIALLY OBSERVED TRAJECTORY INFERENCE USING OPTIMAL TRANSPORT AND A DYNAMICS PRIOR
- Anming Gu
- Edward Chien
- et al.
- 2025
- ICLR 2025