Das, Debasmit

13 publications

ICCV 2025 ConsNoTrainLoRA: Data-Driven Weight Initialization of Low-Rank Adapters Using Constraints Debasmit Das, Hyoungwoo Park, Munawar Hayat, Seokeon Choi, Sungrack Yun, Fatih Porikli

CVPR 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

ICCV 2025 DuoLoRA : Cycle-Consistent and Rank-Disentangled Content-Style Personalization Aniket Roy, Shubhankar Borse, Shreya Kadambi, Debasmit Das, Shweta Mahajan, Risheek Garrepalli, Hyojin Park, Ankita Nayak, Rama Chellappa, Munawar Hayat, Fatih Porikli

ICLR 2025 LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation Farzad Farhadzadeh, Debasmit Das, Shubhankar Borse, Fatih Porikli

ICML 2025 Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models Farzad Farhadzadeh, Debasmit Das, Shubhankar Borse, Fatih Porikli

NeurIPS 2024 Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models Wonguk Cho, Seokeon Choi, Debasmit Das, Matthias Reisser, Taesup Kim, Sungrack Yun, Fatih Porikli

CVPRW 2024 Segmentation-Free Guidance for Text-to-Image Diffusion Models Kambiz Azarian, Debasmit Das, Qiqi Hou, Fatih Porikli

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

CVPRW 2023 Neural Transformation Network to Generate Diverse Views for Contrastive Learning Taekyung Kim, Debasmit Das, Seokeon Choi, Minki Jeong, Seunghan Yang, Sungrack Yun, Changick Kim

CVPR 2023 Progressive Random Convolutions for Single Domain Generalization Seokeon Choi, Debasmit Das, Sungha Choi, Seunghan Yang, Hyunsin Park, Sungrack Yun

ICCV 2023 Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee, Debasmit Das, Jaegul Choo, Sungha Choi

ICLR 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning Debasmit Das, Sungrack Yun, Fatih Porikli

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