Attention Structural Change During CLIP Fine-Tuning: A Comparative Study of Full Fine-Tuning, LoRA, and Regularization
A structural analysis of how CLIP attention changes under full fine-tuning, LoRA, and regularization.
Research Papers
Real-Time On-Device Diffusion: Practical Acceleration via Fused Low-Bit Kernels
A systems paper on accelerating diffusion inference with fused low-bit kernels and cache-update fusion.
Text2Sign: A Practical Single-GPU Diffusion Architecture for Text-to-Sign Language Video Generation
A single-GPU diffusion system for generating short sign-language videos from text prompts.
Value-Aligned Evaluation for Everyday AI
A framework for evaluating AI by explanation, contestability, accessibility, and fit—not just accuracy.
Human Judgment in the Loop
Why meaningful human oversight requires more than rubber-stamping machine output.