3 papers
cs.CV2026
BMFA: Boundary-Minority Free-Energy Adaptive Screening
Wenyan Xu, Alizer Wong
Vision Transformers process spatially redundant tokens efficiently only when coarse token summaries preserve the evidence required by exponential attention aggregation. We identify…
cs.CV2026
Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation
Wenyan Xu, Alizer Wong
Subject-driven personalized text-to-image generation requires a pretrained diffusion model to acquire a specific subject from a few reference images while preserving subject identi…
cs.AI2026
LLM Framework for Discovering Major Mathematical Conjectures: AI's Quest for the Next Riemann Hypothesis
Alizer Wong, Zixin Zeng, Yi Tan +6
Major mathematical conjectures still depend heavily on expert intuition, so a unified method for the systematic generation and validation of conjectures with substantial mathematic…