firstbacksecondback
45 Results
|
Poster
|
Tue 1:45 |
Multimodal Patient Representation Learning with Missing Modalities and Labels Zhenbang Wu · Anant Dadu · Nicholas Tustison · Brian Avants · Michael Nalls · Jimeng Sun · Faraz Faghri |
|
|
Poster
|
Thu 7:30 |
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito · Soham Dan · Mattia Rigotti · James Kozloski · Murray Campbell |
|
|
Poster
|
Tue 1:45 |
Emu: Generative Pretraining in Multimodality Quan Sun · Qiying Yu · Yufeng Cui · Fan Zhang · Xiaosong Zhang · Yueze Wang · Hongcheng Gao · Jingjing Liu · Tiejun Huang · Xinlong Wang |
|
|
Poster
|
Wed 1:45 |
Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions Juncheng Li · Kaihang Pan · Zhiqi Ge · Minghe Gao · Wei Ji · Wenqiao Zhang · Tat-Seng Chua · Siliang Tang · Hanwang Zhang · Yueting Zhuang |
|
|
Affinity Workshop
|
Thu 7:30 |
What Does a Visual Formal Analysis of the World's 500 Most Famous Paintings Tell Us About Multimodal LLMs? Muzi Tao · Saining Xie |
|
|
Poster
|
Thu 7:30 |
Sampling Multimodal Distributions with the Vanilla Score: Benefits of Data-Based Initialization Frederic Koehler · Thuy-Duong Vuong |
|
|
Poster
|
Tue 7:30 |
Grounding Multimodal Large Language Models to the World Zhiliang Peng · Wenhui Wang · Li Dong · Yaru Hao · Shaohan Huang · Shuming Ma · Qixiang Ye · Furu Wei |
|
|
Poster
|
Thu 7:30 |
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning Mustafa Shukor · Alexandre Rame · Corentin Dancette · MATTHIEU CORD |
|
|
Poster
|
Tue 1:45 |
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications Paul Liang · Chun Kai Ling · Yun Cheng · Alexander Obolenskiy · Yudong Liu · Rohan Pandey · Alex Wilf · Louis-Philippe Morency · Russ Salakhutdinov |
|
|
Affinity Workshop
|
What Does a Visual Formal Analysis of the World's 500 Most Famous Paintings Tell Us About Multimodal LLMs? Muzi Tao · Saining Xie |
||
|
Poster
|
Fri 1:45 |
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning Xiongye Xiao · Gengshuo Liu · Gaurav Gupta · Defu Cao · Shixuan Li · Yaxing Li · Tianqing Fang · Mingxi Cheng · Paul Bogdan |
|
|
Poster
|
Tue 7:30 |
VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models Zihao Zhu · Mingda Zhang · Shaokui Wei · Bingzhe Wu · Baoyuan Wu |