Adobe Research » Publications

Publication date: October 21, 2024

MVMR: A New Framework for Evaluating Faithfulness of Video Moment Retrieval against Multiple Distractors

CIKM 2024

Nakyeong Yang, Minsung Kim, David Seunghyun Yoon, Joongbo Shin, Kyomin Jung

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

Publication date: October 13, 2024

DrawTalking: Building Interactive Worlds by Sketching and Speaking

UIST 2024

Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin

Human Computer Interaction

Publication date: October 13, 2024

How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts

IEEE VIS 2024

Huichen Will Wang, Jane Hoffswell, Sao Myat Thazin Thane, Victor S. Bursztyn, Cindy Xiong Bearfield

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: October 13, 2024

Representing Charts as Text for Language Models: An In-Depth Study of Question Answering for Bar Charts

IEEE VIS 2024 (short paper)

Victor S. Bursztyn, Jane Hoffswell, Shunan Guo, Eunyee Koh

AI & Machine Learning
Human Computer Interaction
Natural Language Processing

Publication date: October 4, 2024

TurboEdit: Text-Based Image Editing Using Few-Step Diffusion Models

European Conference on Computer Vision (ECCV'24)

Zongze Wu, Nick Kolkin, Jonathan Brandt, Richard Zhang, Eli Shechtman

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: October 3, 2024

Diffusion2GAN: Distilling Diffusion Models into Conditional GANs

European Conference on Computer Vision (ECCV'24)

Minguk Kang, Richard Zhang, Connelly Barnes, Sylvain Paris, Suha Kwak, Jaesik Park, Eli Shechtman, Jun-Yan Zhu, Taesung Park

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 2, 2024

Lazy Diffusion Transformer for Interactive Image Editing

European Conference on Computer Vision (ECCV'24)

Yotam Nitzan, Zongze Wu, Richard Zhang, Eli Shechtman, Daniel Cohen-Or, Taesung Park, Michaël Gharbi

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: October 1, 2024

Self-supervised disentangled representation learning of artistic style through Neural Style Transfer

European Conference on Computer Vision (ECCVW) Workshop on Vision and Art (VISART)

Dan Ruta, Gemma Canet Tarres, Alex Black, Andrew Gilbert, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: October 1, 2024

FineMatch: Aspect-based Fine-grained Image and Text Mismatch Detection and Correction

European Conference on Computer Vision (ECCV)

Hang Hua, Jing Shi, Kushal Kafle, Simon Jenni, Daoan Zhang, John Collomosse, Scott Cohen, Jiebo Liu

AI & Machine Learning
Content Intelligence

Publication date: October 1, 2024

Thinking Outside the BBox: Unconstrained Generative Object Compositing

European Conference on Computer Vision (ECCV)

Gemma Canet Tarres, Zhe Lin, Zhifei Zhang, Jianming Zhang, Yizhe Song, Dan Ruta, Andrew Gilbert, John Collomosse, Soo Ye Kim

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2024

Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection

European Conference on Computer Vision (ECCV)

Alireza Ganjdanesh, Yan Kang, Yuchen Liu, Richard Zhang, Zhe Lin, Heng Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: October 1, 2024

Editable Image Elements for Controllable Synthesis

European Conference on Computer Vision (ECCV'24)

Jiteng Mu, Michaël Gharbi, Richard Zhang, Eli Shechtman, Nuno Vasconcelos, Xiaolong Wang, Taesung Park

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: September 30, 2024

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

European Conference on Computer Vision (ECCV'24)

Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 29, 2024

ReCON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories

European Conference on Computer Vision (ECCV)

Chen-Yi Lu, Shubham Agarwal, Mehrab Tanjim, Kanak Mahadik, Anup Rao, Subrata Mitra, Shiv Saini, Saurabh Bagchi, Somali Chaterji

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 29, 2024

SAFARI: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation

European Conference on Computer Vision (ECCV)

Sayan Nag, Koustava Goswami, Srikrishna Karanam

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 29, 2024

DIFF-NST: Diffusion Interleaving For deFormable Neural Style Transfer

European Conference on Computer Vision (ECCVW'24) Workshop on Vision for Art (VISART VII)

Dan Ruta, Gemma Canet Tarres, Andrew Gilbert, Eli Shechtman, Nick Kolkin, John Collomosse

AI & Machine Learning
Computer Vision, Imaging & Video
Content Intelligence

Publication date: September 29, 2024

NeAT: Neural Artistic Tracing for high resolution Style Transfer

European Conference on Computer Vision (ECCVW'24) Workshop on Vision for Art (VISART VII)

Dan Ruta, Andrew Gilbert, John Collomosse, Eli Shechtman, Nick Kolkin

Computer Vision, Imaging & Video
Content Intelligence

Publication date: September 29, 2024

SuperGaussian: Repurposing Video Models for 3D Super Resolution

European Conference on Computer Vision (ECCV)

Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Frühstück

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: September 23, 2024

Enhancing Presentation Slide Generation by LLMs with a Multi-Staged End-to-End Approach

17th International Natural Language Generation Conference (INLG) 2024

Sambaran Bandyopadhyay, Himanshu Maheshwari, Anandhavelu Natarajan, Apoorv Saxena

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: September 16, 2024

Fake or Compromised? Making Sense of Malicious Clients in Federated Learning

29th European Symposium on Research in Computer Security (ESORICS)

Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr

AI & Machine Learning
Intelligent Agents & Assistants
Systems & Languages

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