Publications

95 results at ICLR 2025

DISCOVERING GROUP STRUCTURES VIA UNITARY REPRESENTATION LEARNING
- - Dongsung Huh
- 2025
- ICLR 2025
FICTITIOUS SYNTHETIC DATA CAN IMPROVE LLM FACTUALITY VIA PREREQUISITE LEARNING
- - Yujian Liu
  - Tommi Jaakkola
  - et al.
- 2025
- ICLR 2025
CAUSAL CONCEPT GRAPH MODELS: BEYOND CAUSAL OPACITY IN DEEP LEARNING
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
COUNTERFACTUAL CONCEPT BOTTLENECK MODELS
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
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