3 papers
cs.LG2025
When Reasoning Beats Scale: A 1.5B Reasoning Model Outranks 13B LLMs as Discriminator
Md Fahim Anjum
Large Language Models (LLM) with reasoning capabilities offer a promising path for improving candidate evaluation in planning frameworks, but their relative performance against tra…
cs.CV2024
Advancing Diffusion Models: Alias-Free Resampling and Enhanced Rotational Equivariance
Md Fahim Anjum
Recent advances in image generation, particularly via diffusion models, have led to impressive improvements in image synthesis quality. Despite this, diffusion models are still cha…
cs.LG2024
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models
Md Fahim Anjum
Language models have achieved remarkable success in various natural language processing tasks. However, their application to time series data, a crucial component in many domains,…