Publications

Publication date: July 29, 2024

N-BVH: Neural ray queries with bounding volume hierarchies

SIGGRAPH 2024

Philippe Weier, Alexander Rath, √Člie Michel, Iliyan Georgiev, Philipp Slusallek, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 27, 2024

Editing Partially Observable Networks via Graph Diffusion Models

ICML 2024

Puja Trivedi, Ryan A. Rossi, David Arbour, Tong Yu, Franck Dernoncourt, Sungchul Kim, Nedim Lipka, Namyong Park, Nesreen K. Ahmed, Danai Koutra
  • Adobe Research icon AI & Machine Learning

Publication date: July 25, 2024

RGB<->X: Image Decomposition and Synthesis Using Material- and Lighting-aware Diffusion Models

Siggraph 2024

Zheng Zeng, Valentin Deschaintre, Iliyan Georgiev, Yannick Hold-Geoffroy, Yiwei Hu, Fujun Luan, Ling-Qi Yan, Milos Hasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 25, 2024

TexSliders: Diffusion-Based Texture Editing in CLIP Space

Siggraph 2024

Julia Guerrero-Viu, Milos Hasan, Arthur Roullier, Midhun Harikumar, Yiwei Hu, Paul Guerrero, Diego Gutierrez, Belen Masia, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 18, 2024

Multilingual Meta-Distillation Alignment for Semantic Retrieval

SIGIR 2024

Meryem M'hamdi, Jonathan May, Franck Dernoncourt, Trung Bui, David Seunghyun Yoon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: June 25, 2024

MatSynth: A Modern PBR Materials Dataset

CVPR 2024

Giuseppe Vecchio, Valentin Deschaintre
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 21, 2024

Scaling Up Video Summarization Pretraining with Large Language Models

CVPR 2024

Dawit Mureja Argaw, David Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, Zhaowen Wang, Franck Dernoncourt, Joon Son Chung
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: June 21, 2024

MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution

NAACL 2024 Findings

Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Van Nguyen, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: June 17, 2024

Synergistic Global-space Camera and Human Reconstruction from Videos

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Yizhou Zhao, Tuanfeng Y. Wang, Bhiksha Raj, Min Xu, Jimei Yang, Chun-Hao Paul Huang
  • Adobe Research icon Computer Vision, Imaging & Video

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 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

Publication date: May 25, 2024

OATS: A Challenge Dataset for Opinion Aspect Target Sentiment Joint Detection for Aspect-Based Sentiment Analysis

LREC-COLING 2024

Siva Uday Sampreeth Chebolu, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

DocScript: New Task, Dataset, and Models for Document-level Script Event Prediction

LREC-COLING 2024

Puneet Mathur, Vlad Morariu, Aparna Garimella, Franck Dernoncourt, Jiuxiang Gu, Ramit Sawhney, Preslav Nakov, Dinesh Manocha, Rajiv Jain
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

Hierarchical Selection of Important Context for Generative Event Causality Identification with Optimal Transports

LREC-COLING 2024

Hieu Man, Chien Nguyen, Nghia Ngo, Linh Ngo, Franck Dernoncourt, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 25, 2024

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

LREC-COLING 2024

Thuat Nguyen, Chien Nguyen, Viet Lai, Hieu Man, Nghia Ngo, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 11, 2024

iPose: Interactive Human Pose Reconstruction from Video

CHI 2024

Jingyuan Liu, Li-Yi Wei, Ariel Shamir, Takeo Igarashi
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: May 11, 2024

Elastica: Adaptive Live Augmented Presentations with Elastic Mappings Across Modalities

CHI 2024

Yining Cao, Rubaiat Habib, Li-Yi Wei, Deepali Aneja, Haijun Xia
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Human Computer Interaction

Publication date: May 11, 2024

DrawTalking: Towards Building Interactive Worlds by Sketching and Speaking

CHI 2024 late breaking work

Karl Toby Rosenberg, Rubaiat Habib, Li-Yi Wei, Haijun Xia, Ken Perlin
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: May 7, 2024

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Syam Manoj Kumar Paila
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: April 16, 2024

Approximate Caching for Efficiently Serving Diffusion Models

USENIX Symposium on Networked Systems Design and Implementation (NSDI)

Shubham Agarwal, Subrata Mitra, Sarthak Chakraborty, Srikrishna Karanam, Koyel Mukherjee, Shiv Saini
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Systems & Languages
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