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
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
- AI & Machine Learning
Computer Vision, Imaging & Video 
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
- AI & Machine Learning
- 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
- AI & Machine Learning
Natural Language Processing
Publication date: June 25, 2024
MatSynth: A Modern PBR Materials Dataset
CVPR 2024
Giuseppe Vecchio, Valentin Deschaintre
- AI & Machine Learning
- 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
- AI & Machine Learning
- Computer Vision, Imaging & Video
- 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
- AI & Machine Learning
Document Intelligence - 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
- 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
- AI & Machine Learning
- Computer Vision, Imaging & Video
- 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
Data Intelligence 
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
- AI & Machine Learning
- Document Intelligence
- 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
- AI & Machine Learning
- Document Intelligence
- 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
- AI & Machine Learning
- Document Intelligence
- 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
- AI & Machine Learning
- Document Intelligence
- 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
- AI & Machine Learning
- Computer Vision, Imaging & Video
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
AR, VR & 360 Photography - 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
- Graphics (2D & 3D)
- 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
- AI & Machine Learning
- Data Intelligence
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
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Systems & Languages
Publication date: March 22, 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing
EACL 2024 Findings
Hyunjae Kim, David Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang
- AI & Machine Learning
- Computer Vision, Imaging & Video
- Natural Language Processing
