← Search

Amran Bhuiyan

4 accepted papers

2026

Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation

AAAI 2026technical

Existing solutions for bundle recommendation (BR) have achieved remarkable effectiveness for predicting the user’s preference for prebuilt bundles. However, bundle-item (B-I) affiliation will vary dynamically in real scenarios. For ex ample, a bundle themed as ‘casual outfit’ may add ‘hat’ or re

Cited by 0SourcePDFScholar
2024

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

EMNLP 2024main

Large Language Models (LLMs) have recently gained significant attention due to their remarkable capabilities in performing diverse tasks across various domains. However, a thorough evaluation of these models is crucial before deploying them in real-world applications to ensure they produce reliable…

2020

Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification

ECCV 2020poster

Person re-identification (ReID) remains a challenging task in many real-word video analytics and surveillance applications, even though state-of-the-art accuracy has improved considerably with the advent of deep learning (DL) models trained on large image datasets. Given the shift in distributions t…

2017

Unsupervised Adaptive Re-Identification in Open World Dynamic Camera Networks

CVPR 2017spotlight

Person re-identification is an open and challenging problem in computer vision. Existing approaches have concentrated on either designing the best feature representation or learning optimal matching metrics in a static setting where the number of cameras are fixed in a network. Most approaches have…

Cited by 48PDFScholar