Publications

Publication date: September 5, 2024

Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models

Interspeech 2024

Minh Van Nguyen, Franck Dernoncourt, David Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: August 16, 2024

KaPQA: Knowledge-Augmented Product Question-Answering

ACL 2024 Workshop on Knowledge Augmented Methods for NLP

Swetha Eppalapally, Daksh Dangi, Chaithra Bhat, Ankita Gupta, Ruiyi Zhang, Shubham Agarwal, Karishma Bagga, David Seunghyun Yoon, Nedim Lipka, Ryan A. Rossi, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 12, 2024

Understanding News Thumbnail Representativeness by Counterfactual Text-Guided Contrastive Language-Image Pretraining

ACL 2024 Findings

Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: July 29, 2024

N-BVH: Neural ray queries with bounding volume hierarchies

SIGGRAPH 2024

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

Publication date: July 28, 2024

Semantic Shape Editing with Parametric Implicit Templates

SIGGRAPH 2024

Uday Kusupati, Mathieu Gaillard, Jean Thiery, Adrien Kaiser
  • 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 25, 2024

GEM3D: Generative Medial Abstractions for 3D Shape Synthesis

SIGGRAPH 2024

Dmitry Petrov, Pradyumn Goyal, Vikas Thamizharasan, Vladimir (Vova) Kim, Matheus Gadelha, Melinos Averkiou, Siddhartha Chaudhuri, Evangelos Kalogerakis
  • 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 21, 2024

One-step Diffusion with Distribution Matching Distillation

CVPR 2024

Tianwei Yin, Michaël Gharbi, Richard Zhang, Eli Shechtman, Fredo Durand, William T. Freeman, Taesung Park
  • Adobe Research icon AI & Machine Learning

Publication date: June 19, 2024

NOPE: Novel Object Pose Estimation from a Single Image

CVPR 2024

Van Nguyen Nguyen, Thibault Groueix, Georgy Ponimatkin, Yinlin Hu, Renaud Marlet, Mathieu Salzmann, Vincent Lepetit
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2024

GigaPose: Fast and Robust Novel Object Pose Estimation via One Correspondence

CVPR 2024

Van Nguyen Nguyen, Thibault Groueix, Mathieu Salzmann, Vincent Lepetit
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2024

TutteNet: Injective 3D Deformations by Composition of 2D Mesh Deformations

CVPR 2024

Bo Sun, Thibault Groueix, Chen Song, Qixing Huang, Noam Aigerman
CVPR Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 19, 2024

Learning Continuous 3D Words for Text-to-Image Generation

CVPR 2024

Ta-Ying Cheng, Matheus Gadelha, Thibault Groueix, Matt Fisher, Radomír Měch, Andrew Markham, Niki Trigoni
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2024

VecFusion: Vector Font Generation with Diffusion

CVPR 2024

Vikas Thamizharasan, Difan Liu, Shantanu Agarwal, Matt Fisher, Michaël Gharbi, Oliver Wang, Alec Jacobson, Evangelos Kalogerakis
CVPR Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 19, 2024

Bayes’ Rays: Uncertainty Quantification for Neural Radiance Fields

CVPR 2024

Lily Goli, Cody Reading, Silvia Sellán, Alec Jacobson, Andrea Tagliasacchi
CVPR Highlight
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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