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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: February 1, 2024

Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation

International Conference on Learning Representations (ICLR) 2024

Tserendorj Adiya, Jae Shin Yoon, Jungeun Lee, Sanghun Kim, Hwasup Lim

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

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

Latent Feature-Guided Diffusion Models for Shadow Removal

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)

Kangfu Mei, Luis Figueroa, Zhe Lin, Zhihong Ding, Scott Cohen, Vishal M Patel

AI & Machine Learning
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 15, 2023

PersonaSAGE: A Multi-Persona Graph Neural Network

Big Data (BigData)

Gautam Choudhary, Iftikhar Ahamath Burhanuddin, Eunyee Koh, Fan Du, Ryan A. Rossi

AI & Machine Learning
Data Intelligence
Intelligent Agents & Assistants

Publication date: December 15, 2023

Hypergraph Neural Networks for Time-series Forecasting

IEEE International Conference on Big Data (BigData)

Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

AI & Machine Learning

Publication date: December 12, 2023

Explorable Mesh Deformation Subspaces from Unstructured 3D Generative Models

SIGGRAPH Asia conference track

Arman Maesumi, Paul Guerrero, Vladimir (Vova) Kim, Matt Fisher, Siddhartha Chaudhuri, Noam Aigerman, Daniel Ritchie

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

Publication date: December 11, 2023

Content-aware Progressive Image Compression and Syncing

IEEE International Symposium on Multimedia (ISM)

Junda Wu, Haoliang Wang, Tong Yu, Handong Zhao, Gang Wu, Stefano Petrangeli, Sungchul Kim, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

EHT-SR: An Entropy-Based Hybrid Approach for Faster Super-Resolution

IEEE International Symposium on Multimedia (ISM)

Stefano Petrangeli

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

Active Context Modeling for Efficient Image and Burst Compression

IEEE International Symposium on Multimedia (ISM)

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

GPU-accelerated Lossless Image Compression with Massive Parallelization

ISM 2023

Yu Shen, Gang Wu, Vishy Swaminathan, Haoliang Wang, Stefano Petrangeli, Tong Yu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2023

Active Context Modeling for Efficient Image and Burst Compression

ISM 2023

Yang Li, Gang Wu, Stefano Petrangeli, Haoliang Wang, Ryan A. Rossi, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 10, 2023

InfoPrompt: Information-Theoretic Soft Prompt Tuning for Natural Language Understanding

NeurIPS

Junda Wu, Tong Yu, Rui Wang, Zhao Song, Ruiyi Zhang, Handong Zhao, Chaochao Lu, Shuai Li, Ricardo Henao

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

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

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