Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation. - Shubhankar Borse; Hyojin Park 004; Hong Cai; Debasmit Das; Risheek Garrepalli; Fatih Porikli (CVPR, 2022)

Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device. - Hyojin Park 004; Alan Yessenbayev; Tushar Singhal; Navin Kumar Adhikari; Yizhe Zhang 001; Shubhankar Mangesh Borse; Hong Cai; Frank Mayer; Balaji Calidas; Nilesh Prasad Pandey; Fei Yin; Fatih Porikli (CVPR, 2022)

DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction. - Shubhankar Borse; Debasmit Das; Hyojin Park 004; Hong Cai; Risheek Garrepalli; Fatih Porikli (CVPR, 2023)

Transadapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation. - Debasmit Das; Shubhankar Borse; Hyojin Park 004; Kambiz Azarian; Hong Cai; Risheek Garrepalli; Fatih Porikli (ICASSP, 2023)

Test-time Adaptation vs. Training-time Generalization: A Case Study in Human Instance Segmentation using Keypoints Estimation. - Kambiz Azarian; Debasmit Das; Hyojin Park 004; Fatih Porikli (WACV (Workshops), 2023)

PosSAM: Panoptic Open-vocabulary Segment Anything. - Vibashan VS; Shubhankar Borse; Hyojin Park 004; Debasmit Das; Vishal M. Patel; Munawar Hayat; Fatih Porikli (CoRR, 2024)

SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization. - Shubhankar Borse; Kartikeya Bhardwaj; Mohammad Reza Karimi Dastjerdi; Hyojin Park 004; Shreya Kadambi; Shobitha Shivakumar; Prathamesh Mandke; Ankita Nayak; Harris Teague; Munawar Hayat; Fatih Porikli (CoRR, 2025)

Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation. - Minho Park 003; Sunghyun Park 005; Jungsoo Lee; Hyojin Park 004; Kyuwoong Hwang; Fatih Porikli; Jaegul Choo; Sungha Choi (CoRR, 2025)

DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization. - Aniket Roy; Shubhankar Borse; Shreya Kadambi; Debasmit Das; Shweta Mahajan; Risheek Garrepalli; Hyojin Park 004; Ankita Nayak; Rama Chellappa; Munawar Hayat; Fatih Porikli (CoRR, 2025)