alignment

An in depth look at the Procrustes-Wasserstein distance: properties and barycenters ICML 2025 Direct Density Ratio Optimization: A Statistically Consistent Approach to Aligning Large Language Models ICML 2025 Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging ICLR 2025 Homophily Enhanced Graph Domain Adaptation ICML 2025 Improving Model Alignment Through Collective Intelligence of Open-Source Models ICML 2025 ITFormer: Bridging Time Series and Natural Language for Multi-Modal QA with Large-Scale Multitask Dataset ICML 2025 I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models ICML 2025 Latent Preference Coding: Aligning Large Language Models via Discrete Latent Codes ICML 2025 MM-RLHF: The Next Step Forward in Multimodal LLM Alignment ICML 2025 Online-to-Offline RL for Agent Alignment ICLR 2025 Overcoming Non-monotonicity in Transducer-based Streaming Generation ICML 2025 Position: Challenges and Future Directions of Data-Centric AI Alignment ICML 2025 Position: Humanity Faces Existential Risk from Gradual Disempowerment ICML 2025 Progressively Label Enhancement for Large Language Model Alignment ICML 2025 Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach ICML 2025 RLTHF: Targeted Human Feedback for LLM Alignment ICML 2025 SAE-V: Interpreting Multimodal Models for Enhanced Alignment ICML 2025 SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning ICML 2025 Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences ICML 2025 SPRI: Aligning Large Language Models with Context-Situated Principles ICML 2025 Targeted Unlearning with Single Layer Unlearning Gradient ICML 2025 Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback ICML 2025 The Missing Alignment Link of In-context Learning on Sequences ICML 2025 Theoretical guarantees on the best-of-n alignment policy ICML 2025 TinyMIG: Transferring Generalization from Vision Foundation Models to Single-Domain Medical Imaging ICML 2025