Publications

MeLFusion: Synthesizing Music from Image and Language Cues using Diffusion Models

Sanjoy Chowdhury, Sayan Nag, Joseph K J, Balaji Vasan Srinivasan, Dinesh Manocha

CVPR Highlight

Brush2Prompt: Contextual Prompt Generator for Object Inpainting

Mang Tik Chiu, Yuqian Zhou, Lingzhi Zhang, Zhe Lin, Connelly Barnes, Sohrab Amirghodsi, Eli Shechtman, Humphrey Shi

FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication

Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle

Building Vision-Language Models on Solid Foundations with Masked Distillation

Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga, Price

AT-EDM: Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu

InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung

ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions

Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck

Thang M. Pham, Peijie Chen, Tin Nguyen, David Seunghyun Yoon, Trung Bui, Anh Nguyen

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Gemma Canet Tarres, Dan Ruta, Tu Bui, John Collomosse