Publications

May 7, 2024 International Conference on Learning Representations (ICLR)

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

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

May 7, 2024 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

ScaleViz: Scaling Visualization Recommendation Models on Large Data

Ghazi Shazan Ahmad, Shubham Agarwal, Subrata Mitra, Ryan A. Rossi, Manav Doshi, Syam Manoj Kumar Paila

AI & Machine Learning Data Intelligence Intelligent Agents & Assistants

May 7, 2024 ICLR 2024

Image Inpainting via Iteratively Decoupled Probabilistic Modeling

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

AI & Machine Learning Computer Vision, Imaging & Video

May 7, 2024 ICLR 2024

LRM: Large Reconstruction Model for Single Image to 3D

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)

May 7, 2024 ICLR 2024

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

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)

May 2, 2024 Artificial Intelligence and Statistics (AISTATS)

A/B testing under Interference with Partial Network Information

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

AI & Machine Learning Data Intelligence

April 30, 2024 Computer Graphics Forum (Proc. EUROGRAPHICS 2024 STARs)

A Survey on Cage-based Deformation of 3D Models

Daniel Ströter, Jean Thiery, Kai Hormann, Jiong Chen, Qingjun Chang, Sebastian Besler, Johannes Sebastian Mueller-Roemer, Tamy Boubekeur, Andre Stork, Dieter W. Fellner

Graphics (2D & 3D)

April 26, 2024 ArXiv

DocumentCLIP: Linking Figures and Main Body Text in Reflowed Documents

Fuxiao Liu, Hao Tan, Chris Tensmeyer

Document Intelligence

April 25, 2024 Pacific-Asia Conference on Knowledge Discovery and Data Mining

Evolving Super Graph Neural Networks for Large-scale Time-Series Forecasting

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

AI & Machine Learning

April 22, 2024 The European Conference on Computer Systems (EuroSys)

GMorph: Accelerating Multi-DNN Inference via Model Fusion

Qizheng Yang, Tianyi Yang, Mingcan Xiang, Lijun Zhang, Haoliang Wang, Marco Serafini, Hui Guan

AI & Machine Learning Systems & Languages