7 citations · 19 across the 8 of their papers we have counts for
8 papers
FACTS: Table Summarization via Offline Template Generation with Agentic Workflows
Ye Yuan, Mohammad Amin Shabani, Siqi Liu
Query-focused table summarization requires generating natural language summaries of tabular data conditioned on a user query, enabling users to access insights beyond fact retrieva…
Embedding-Based Context-Aware Reranker
Ye Yuan, Mohammad Amin Shabani, Siqi Liu
Retrieval-Augmented Generation (RAG) systems rely on retrieving relevant evidence from a corpus to support downstream generation. The common practice of splitting a long document i…
Epistemic Uncertainty-aware Recommendation Systems via Bayesian Deep Ensemble Learning
Radin Cheraghi, Amir Mohammad Mahfoozi, Sepehr Zolfaghari +3
Recommending items to users has long been a fundamental task, and studies have tried to improve it ever since. Most well-known models commonly employ representation learning to map…
HouseDiffusion: Vector Floorplan Generation via a Diffusion Model with Discrete and Continuous Denoising
Mohammad Amin Shabani, Sepidehsadat Hosseini, Yasutaka Furukawa
The paper presents a novel approach for vector-floorplan generation via a diffusion model, which denoises 2D coordinates of room/door corners with two inference objectives: 1) a si…
PuzzleFusion: Unleashing the Power of Diffusion Models for Spatial Puzzle Solving
Sepidehsadat Hosseini, Mohammad Amin Shabani, Saghar Irandoust +1
This paper presents an end-to-end neural architecture based on Diffusion Models for spatial puzzle solving, particularly jigsaw puzzle and room arrangement tasks. In the latter tas…
Distill-2MD-MTL: Data Distillation based on Multi-Dataset Multi-Domain Multi-Task Frame Work to Solve Face Related Tasksks, Multi Task Learning, Semi-Supervised Learning
Sepidehsadat Hosseini, Mohammad Amin Shabani, Nam Ik Cho
We propose a new semi-supervised learning method on face-related tasks based on Multi-Task Learning (MTL) and data distillation. The proposed method exploits multiple datasets with…
Local Visual Microphones: Improved Sound Extraction from Silent Video
Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi
Sound waves cause small vibrations in nearby objects. A few techniques exist in the literature that can extract sound from video. In this paper we study local vibration patterns at…
On uniquely k-list colorable planar graphs, graphs on surfaces, and regular graphs
M. Abdolmaleki, J. P. Hutchinson, S. Gh. Ilchi +2
A graph is called uniquely k-list colorable (ULC) if there exists a list of colors on its vertices, say , each of size , such that…