Alert button
Picture for Bo Pang

Bo Pang

Alert button

Latent Plan Transformer: Planning as Latent Variable Inference

Feb 07, 2024
Deqian Kong, Dehong Xu, Minglu Zhao, Bo Pang, Jianwen Xie, Andrew Lizarraga, Yuhao Huang, Sirui Xie, Ying Nian Wu

Viaarxiv icon

Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts

Dec 01, 2023
Jialin Wu, Xia Hu, Yaqing Wang, Bo Pang, Radu Soricut

Viaarxiv icon

Emergence of Abstract State Representations in Embodied Sequence Modeling

Nov 07, 2023
Tian Yun, Zilai Zeng, Kunal Handa, Ashish V. Thapliyal, Bo Pang, Ellie Pavlick, Chen Sun

Viaarxiv icon

Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling

Oct 18, 2023
Yaqing Wang, Jialin Wu, Tanmaya Dabral, Jiageng Zhang, Geoff Brown, Chun-Ta Lu, Frederick Liu, Yi Liang, Bo Pang, Michael Bendersky, Radu Soricut

Viaarxiv icon

Learning the Geodesic Embedding with Graph Neural Networks

Sep 11, 2023
Bo Pang, Zhongtian Zheng, Guoping Wang, Peng-Shuai Wang

Viaarxiv icon

XGen-7B Technical Report

Sep 07, 2023
Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryściński, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alex Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong

Figure 1 for XGen-7B Technical Report
Figure 2 for XGen-7B Technical Report
Figure 3 for XGen-7B Technical Report
Figure 4 for XGen-7B Technical Report
Viaarxiv icon

Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting

Jun 09, 2023
Deqian Kong, Bo Pang, Tian Han, Ying Nian Wu

Figure 1 for Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
Figure 2 for Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
Figure 3 for Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
Figure 4 for Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
Viaarxiv icon

Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference

Jun 01, 2023
Yan Xu, Deqian Kong, Dehong Xu, Ziwei Ji, Bo Pang, Pascale Fung, Ying Nian Wu

Figure 1 for Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Figure 2 for Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Figure 3 for Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Figure 4 for Diverse and Faithful Knowledge-Grounded Dialogue Generation via Sequential Posterior Inference
Viaarxiv icon

PaLI-X: On Scaling up a Multilingual Vision and Language Model

May 29, 2023
Xi Chen, Josip Djolonga, Piotr Padlewski, Basil Mustafa, Soravit Changpinyo, Jialin Wu, Carlos Riquelme Ruiz, Sebastian Goodman, Xiao Wang, Yi Tay, Siamak Shakeri, Mostafa Dehghani, Daniel Salz, Mario Lucic, Michael Tschannen, Arsha Nagrani, Hexiang Hu, Mandar Joshi, Bo Pang, Ceslee Montgomery, Paulina Pietrzyk, Marvin Ritter, AJ Piergiovanni, Matthias Minderer, Filip Pavetic, Austin Waters, Gang Li, Ibrahim Alabdulmohsin, Lucas Beyer, Julien Amelot, Kenton Lee, Andreas Peter Steiner, Yang Li, Daniel Keysers, Anurag Arnab, Yuanzhong Xu, Keran Rong, Alexander Kolesnikov, Mojtaba Seyedhosseini, Anelia Angelova, Xiaohua Zhai, Neil Houlsby, Radu Soricut

Figure 1 for PaLI-X: On Scaling up a Multilingual Vision and Language Model
Figure 2 for PaLI-X: On Scaling up a Multilingual Vision and Language Model
Figure 3 for PaLI-X: On Scaling up a Multilingual Vision and Language Model
Figure 4 for PaLI-X: On Scaling up a Multilingual Vision and Language Model
Viaarxiv icon

Few-shot Unified Question Answering: Tuning Models or Prompts?

May 23, 2023
Srijan Bansal, Semih Yavuz, Bo Pang, Meghana Bhat, Yingbo Zhou

Figure 1 for Few-shot Unified Question Answering: Tuning Models or Prompts?
Figure 2 for Few-shot Unified Question Answering: Tuning Models or Prompts?
Figure 3 for Few-shot Unified Question Answering: Tuning Models or Prompts?
Figure 4 for Few-shot Unified Question Answering: Tuning Models or Prompts?
Viaarxiv icon