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20 Results
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Poster
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Thu 7:30 |
On the generalization capacity of neural networks during generic multimodal reasoning Takuya Ito · Soham Dan · Mattia Rigotti · James Kozloski · Murray Campbell |
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Poster
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Tue 1:45 |
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? Ibrahim Alabdulmohsin · Xiao Wang · Andreas Steiner · Priya Goyal · Alexander D'Amour · Xiaohua Zhai |
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Workshop
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Understanding multimodal contrastive learning through pointwise mutual information Toshimitsu Uesaka · Taiji Suzuki · Yuhta Takida · Chieh-Hsin Lai · Naoki Murata · Yuki Mitsufuji |
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Workshop
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Sat 2:40 |
Propensity Score Alignment of Unpaired Multimodal Data Johnny Xi · Jason Hartford |
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Workshop
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Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records Yingbo Ma · Suraj Kolla · Dhruv Kaliraman · Victoria Nolan · Zhenhong Hu · Ziyuan Guan · Yuanfang Ren · Brooke Armfield · Tezcan Ozrazgat-Baslanti · Tyler Loftus · Parisa Rashidi · Azra Bihorac · Benjamin Shickel |
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Poster
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Tue 7:30 |
EQA-MX: Embodied Question Answering using Multimodal Expression Md Mofijul Islam · Alexi Gladstone · Riashat Islam · Tariq Iqbal |
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Poster
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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 |
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Poster
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Tue 1:45 |
Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders Emanuele Palumbo · Laura Manduchi · Sonia Laguna · Daphné Chopard · Julia E Vogt |
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Poster
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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 |
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Poster
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Thu 7:30 |
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta · Kuang-Huei Lee · Ofir Nachum · Yutaka Matsuo · Aleksandra Faust · Shixiang Gu · Izzeddin Gur |
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Poster
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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 |
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Poster
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Fri 1:45 |
Jointly Training Large Autoregressive Multimodal Models Emanuele Aiello · Lili Yu · Yixin Nie · Armen Aghajanyan · Barlas Oguz |