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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

Publication date: March 18, 2024

BLiSS: Bootstrapped Linear Shape Space

International Conference on 3D Vision (3DV)

Sanjeev Muralikrishnan, Chun-Hao Paul Huang, Duygu Ceylan, Niloy J. Mitra

Graphics (2D & 3D)

Publication date: March 17, 2024

Presentations by the Humans and For the Humans: Harnessing LLMs for Generating Persona-Aware Slides from Documents

The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL) 2024

Ishani Mondal, Shwetha S, Anandhavelu Natarajan, Aparna Garimella, Sambaran Bandyopadhyay, Jordan Boyd-Graber

AI & Machine Learning
Content Intelligence
Document Intelligence
Natural Language Processing

Publication date: February 27, 2024

DanceAnyWay: Synthesizing Beat-Guided 3D Dances With Randomized Temporal Contrastive Learning

The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024

Aneesh Bhattacharya, Manas Paranjape, Uttaran Bhattacharya, Aniket Bera

AI & Machine Learning
Graphics (2D & 3D)

Publication date: February 27, 2024

Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models

AAAI 2024

Hieu Man, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 26, 2024

Retrieval Augmented Generation for Domain-specific Question Answering

AAAI 2024 Workshop on Scientific Document Understanding

Sanat Sharma, David Seunghyun Yoon, Franck Dernoncourt, Dewang Sultania, Karishma Bagga, Mengjiao Zhang, Trung Bui, Varun Kotte

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 22, 2024

CoPL: Contextual Prompt Learning for Vision-Language Understanding

AAAI 2024

Koustava Goswami, Srikrishna Karanam, Prateksha Udhayanan, Joseph K J, Balaji Vasan Srinivasan

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

Publication date: February 2, 2024

Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation

Multimedia Modelling 2024

Linzi Xing, Quan Hung Tran, Fabian Caba Heilbron, Franck Dernoncourt, David Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini

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

Publication date: January 14, 2024

VIXEN: Visual Text Comparison Network for Image Difference Captioning

AAAI Conference on Artificial Intelligence (AAAI)

Alex Black, Jing Shi, Yifei Fan, Tu Bui, John Collomosse

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

Publication date: January 4, 2024

Iterative Multi-Granular Image Editing Using Diffusion Models

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Joseph K J, Prateksha Udhayanan, Tripti Shukla, Aishwarya Agarwal, Srikrishna Karanam, Koustava Goswami, Balaji Vasan Srinivasan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 4, 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Harsh Pal, Ritwik Khandelwal, Shivam Pande, Biplab Banerjee, Srikrishna Karanam

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 4, 2024

Interactive Segmentation for Diverse Gesture Types Without Context

WACV 2024

Josh Myers-Dean, Yifei Fan, Brian Price, Wilson Chan, Danna Gurari

Computer Vision, Imaging & Video

Publication date: December 18, 2023

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

2023 IEEE International Conference on Big Data

Zhongfen Deng, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip Yu

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 17, 2023

DECORAIT: DECentralized Opt-in/out Registry for AI Training

European Conference on Computer Vision in Media Production (CVMP)

Kar Balan, Alex Black, Simon Jenni, Andrew Gilbert, Andy Parsons, John Collomosse

Best paper award

Content Intelligence

Publication date: December 15, 2023

Authoring and simulating meandering rivers

ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2023)

Axel Paris, Eric Guérin, Pauline Collon, Eric Galin

Graphics (2D & 3D)

Publication date: December 12, 2023

RMIP: Displacement ray tracing via inversion and oblong bounding

SIGGRAPH Asia 2023

Théo Thonat, Iliyan Georgiev, François Beaune, Tamy Boubekeur

Graphics (2D & 3D)

Publication date: December 10, 2023

Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback

EMNLP 2023 Demonstrations

Viet Lai, Chien Nguyen, Nghia Ngo, Thuat Nguyen, Franck Dernoncourt, Ryan A. Rossi, Thien Nguyen

AI & Machine Learning
Natural Language Processing

Publication date: December 10, 2023

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning

Findings of EMNLP 2023

Viet Dac Lai, Nghia Trung Ngo, Amir Pouran Ben Veyseh, Hieu Man, Franck Dernoncourt, Trung Bui, Thien Huu Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: December 10, 2023

Perturbation Robust Metric for Multi-Lingual Image Captioning

EMNLP 2023 Findings

Yongil Kim, Yerin Hwang, Hyeongu Yun, David Seunghyun Yoon, Trung Bui, Kyomin Jung

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

Publication date: December 10, 2023

Transitioning Representations between Languages for Cross-lingual Event Detection

EMNLP Findings 2023

Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Nguyen

AI & Machine Learning
Document Intelligence
Natural Language Processing

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