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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

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

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 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

AI & Machine Learning
Computer Vision, Imaging & Video
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, Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

AI & Machine Learning
Natural Language Processing

Publication date: June 1, 2024

Text2HOI: Text-guided 3D Motion Generation for Hand-Object Interaction

IEEE Computer Vision and Pattern Recognition (CVPR) 2024

Junuk Cha, Jihyeon Kim, Seungryul Baek, Jae Shin Yoon

AI & Machine Learning
AR, VR & 360 Photography
Graphics (2D & 3D)

Publication date: May 30, 2024

Flow: Per-instance Personalized Federated Learning

Proceedings of the 37th International Conference on Neural Information Processing Systems (NeurIPS)

Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

AI & Machine Learning
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 13, 2024

Epigraphics: Message-Driven Infographics Authoring

ACM Human Factors in Computing Systems (CHI 2024)

Tongyu Zhou, Jeff Huang, Gromit Yeuk-Yin Chan

Best Paper Honorable Mention Award

AI & Machine Learning
Human Computer Interaction
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

Online Experimentation under Privacy Induced Identity Fragmentation

Privacy Regulation and Protection in Machine Learning Workshop at ICLR (PML)

Shiv Shankar, Ritwik Sinha, Madalina Fiterau

AI & Machine Learning
Data Intelligence

Publication date: May 7, 2024

Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior

ICLR 2024

Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman K Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

AI & Machine Learning
Content Intelligence
Data Intelligence
Intelligent Agents & Assistants

Publication date: May 7, 2024

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models

International Conference on Learning Representations (ICLR)

Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Evuru, S. Ramaneswaran, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

AI & Machine Learning
Audio
Natural Language Processing

Publication date: May 7, 2024

LRM: Large Reconstruction Model for Single Image to 3D

ICLR 2024

Yicong Hong, Kai Zhang, Jiuxiang Gu, Sai Bi, Yang Zhou, Difan Liu, Feng Liu, Kalyan Sunkavalli, Trung Bui, Hao Tan

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

Publication date: May 7, 2024

Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model

ICLR 2024

Jiahao Li, Hao Tan, Kai Zhang, Zexiang Xu, Fujun Luan, Yinghao Xu, Yicong Hong, Kalyan Sunkavalli, Greg Shakhnarovich, Sai Bi

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

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: May 7, 2024

Image Inpainting via Iteratively Decoupled Probabilistic Modeling

ICLR 2024

Wenbo Li, Xin Yu, Kun Zhou, Yibing Song, Zhe Lin

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: May 2, 2024

A/B testing under Interference with Partial Network Information

Artificial Intelligence and Statistics (AISTATS)

Shiv Shankar, Ritwik Sinha, Yash Chandak, Saayan Mitra, Madalina Fiterau

AI & Machine Learning
Data Intelligence

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