36 citations · 36 across the 14 of their papers we have counts for
5 papers · 1 filter
Emergent Hierarchical Monosemantic Neurons from the Group-Contrastive Forward-Forward Algorithm
Yiming Tang, Qinglin Qi, Zhaoqian Yao +2
Mechanistic interpretability has made significant strides in understanding neural network representations, with sparse dictionary learning (SDL) methods, most prominently sparse au…
When Language Overwrites Vision: Over-Alignment and Geometric Debiasing in Vision-Language Models
Harshvardhan Saini, Samyak Jha, Yiming Tang +1
Vision-Language Models (VLMs) increasingly power high-stakes applications, from medical imaging to autonomous systems, yet they routinely hallucinate, confidently describing conten…
SPAGS: Sparse-View Articulated Object Reconstruction from Single State via Planar Gaussian Splatting
Di Wu, Liu Liu, Xueyu Yuan +5
Articulated objects are ubiquitous in daily environments, and their 3D reconstruction holds great significance across various fields. However, existing articulated object reconstru…
CXR-LanIC: Language-Grounded Interpretable Classifier for Chest X-Ray Diagnosis
Yiming Tang, Wenjia Zhong, Rushi Shah +1
Deep learning models have achieved remarkable accuracy in chest X-ray diagnosis, yet their widespread clinical adoption remains limited by the black-box nature of their predictions…
Human-like Content Analysis for Generative AI with Language-Grounded Sparse Encoders
Yiming Tang, Arash Lagzian, Srinivas Anumasa +9
The rapid development of generative AI has transformed content creation, communication, and human development. However, this technology raises profound concerns in high-stakes doma…