Publications

Publication date: June 17, 2024

Generative Rendering: Controllable 4D-Guided Video Generation with 2D Diffusion Models

CVPR 2024

Shengqu Cai, Duygu Ceylan, Matheus Gadelha, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Gordon Wetzstein
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 17, 2024

TRINS: Towards Multimodal Language Models that Can Read

CVPR 2024

Ruiyi Zhang, Yanzhe Zhang, Jian Chen, Yufan Zhou, Jiuxiang Gu, Changyou Chen, Tong Sun
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

CVPR 2024

Karran Pandey, Paul Guerrero, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 17, 2024

SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control

CVPR 2024

Jaskirat Singh, Jianming Zhang, Qing Liu, Cameron Smith, Zhe Lin, Liang Zheng
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

UniHuman: A Unified Model for Editing Human Images in the Wild

CVPR 2024

Nannan Li, Qing Liu, Krishna Kumar Singh, Yilin Wang, Jianming Zhang, Bryan A Plummer, Zhe Lin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Video-P2P: Video Editing with Cross-attention Control

CVPR 2024

Shaoteng Liu, Yuechen Zhang, Wenbo Li, Zhe Lin, Jiaya Jia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Relightful Harmonization: Lighting-aware Portrait Background Replacement

CVPR 2024

Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Holo-Relighting: Controllable Volumetric Portrait Relighting from a Single Image

CVPR 2024

Yiqun Mei, Yu Zeng, He Zhang, Zhixin Shu, Xuaner Zhang, Sai Bi, Jianming Zhang, HyunJoon Jung, Vishal M. Patel
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

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

CVPR 2024

Sanjoy Chowdhury, Sayan Nag, Joseph K J, Balaji Vasan Srinivasan, Dinesh Manocha
CVPR Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

Brush2Prompt: Contextual Prompt Generator for Object Inpainting

CVPR 2024

Mang Tik Chiu, Yuqian Zhou, Lingzhi Zhang, Zhe Lin, Connelly Barnes, Sohrab Amirghodsi, Eli Shechtman, Humphrey Shi
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

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

CVPR 2024

Eric Slyman, Stefan Lee, Scott Cohen, Kushal Kafle
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation

CVPR 2024

Sepehr Sameni, Kushal Kafle, Hao Tan, Simon Jenni
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation

CVPR 2024

Yizhi Song, Zhifei Zhang, Zhe Lin, Scott Cohen, Brian Price, Jianming Zhang, Soo Ye Kim, He Zhang, Wei Xiong, Daniel Aliaga, Price
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

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

CVPR 2024

Hongjie Wang, Difan Liu, Yan Kang, Yijun Li, Zhe Lin, Niraj K. Jha, Yuchen Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2024

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

Conference on Computer Vision and Pattern Recognition (CVPR)

Jing Shi, Wei Xiong, Zhe Lin, Hyun Joon Jung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

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

USENIX ATC 2024

Yuqi Fu, Ruizhe Shi, Haoliang Wang, Songqing Chen, Yue Cheng
  • Adobe Research icon Systems & Languages

Publication date: June 16, 2024

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

NAACL 2024 Findings

Thang M. Pham, Peijie Chen, Tin Nguyen, David Seunghyun Yoon, Trung Bui, Anh Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 16, 2024

PARASOL: Parametric Style Control for Diffusion Image Synthesis

Computer Vision and Pattern Recognition (CVPRW) Workshop on Women in Computer Vision (WiCV)

Gemma Canet Tarres, Dan Ruta, Tu Bui, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Content Intelligence

Publication date: June 11, 2024

Bias and Fairness in Large Language Models: A Survey

Computational Linguistics 2024

Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: June 9, 2024

R2D2: Reducing Redundancy and Duplication in Data Lakes

International Conference on Management of Data (SIGMOD)

Koyel Mukherjee, Raunak shah, Atharv Tyagi, Sai Keerthana Karnam, Dhruv Joshi, Shivam Bhosale, Subrata Mitra
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages
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