Dip Roy

According to our database, Dip Roy authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Before the First Token: Scale-Dependent Emergence of Hallucination Signals in Autoregressive Language Models.

Dip Roy, Rajiv Misra, Sanjay Kumar Singh, Anisha Roy

CoRR, April, 2026

MemGuard-Alpha: Detecting and Filtering Memorization-Contaminated Signals in LLM-Based Financial Forecasting via Membership Inference and Cross-Model Disagreement.

Anisha Roy, Dip Roy

CoRR, March, 2026

Does Mechanistic Interpretability Transfer Across Data Modalities? A Cross-Domain Causal Circuit Analysis of Variational Autoencoders.

Dip Roy, Rajiv Misra, Sanjay Kumar Singh, Anisha Roy

CoRR, March, 2026

Fundamental limits of neural network sparsification: Evidence from catastrophic interpretability collapse.

Dip Roy, Rajiv Misra, Sanjay Kumar Singh

Neurocomputing, 2026

2025

Mechanistic Interpretability of Diffusion Models: Circuit-Level Analysis and Causal Validation.

Dip Roy

CoRR, June, 2025

Causal Intervention Framework for Variational Auto Encoder Mechanistic Interpretability.

Dip Roy

CoRR, May, 2025

Bayesian Autoencoder for Medical Anomaly Detection: Uncertainty-Aware Approach for Brain 2 MRI Analysis.

Dip Roy

CoRR, April, 2025