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718 Results
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Workshop
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SepONet: Efficient Large-Scale Physics-Informed Operator Learning Xinling Yu · Sean Hooten · Ziyue Liu · Yequan Zhao · Marco Fiorentino · Thomas Van Vaerenbergh · Zheng Zhang |
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Workshop
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Bayesian Optimal Experimental Design of Streaming Data Incorporating Machine Learning Generated Synthetic Data Kentaro Hoffman · Tyler H. McCormick |
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Poster
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Thu 16:30 |
Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment JIAWEI DU · xin zhang · Juncheng Hu · Wenxin Huang · Joey Tianyi Zhou |
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Workshop
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Meta-Learned Bayesian Optimization for Energy Yield in Inertial Confinement Fusion Vineet Gundecha · Ricardo Luna Gutierrez · Sahand Ghorbanpour · Rahman Ejaz · Avisek Naug · Soumyendu Sarkar |
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Workshop
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Understanding Protein-DNA Interactions by Paying Attention to Protein and Genomics Foundation Models Dhruva Rajwade · Erica Wang · Aryan Satpathy · Alexander Brace · Hongyu Guo · Arvind Ramanathan · Shengchao Liu · Animashree Anandkumar |
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Workshop
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Uncertainty Quantification for Surface Ozone Emulators using Deep Learning Kelsey Doerksen · Yuliya Marchetti · James Montgomery · Yarin Gal · Freddie Kalaitzis · Kazuyuki Miyazaki · Kevin Bowman · Steven Lu |
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Workshop
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Cost-effective Reduced-Order Modeling via Bayesian Active Learning Amir Hossein Rahmati · Nathan Urban · Byung-Jun Yoon · Xiaoning Qian |
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Workshop
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Sun 16:30 |
Impact of Label Noise on Learning Complex Features Rahul Vashisht · P Kumar · Harsha Vardhan Govind · Harish Guruprasad Ramaswamy |
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Poster
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Thu 11:00 |
On the Scalability of Certified Adversarial Robustness with Generated Data Thomas Altstidl · David Dobre · Arthur Kosmala · Bjoern Eskofier · Gauthier Gidel · Leo Schwinn |
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Poster
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Wed 16:30 |
Multi-turn Reinforcement Learning with Preference Human Feedback Lior Shani · Aviv Rosenberg · Asaf Cassel · Oran Lang · Daniele Calandriello · Avital Zipori · Hila Noga · Orgad Keller · Bilal Piot · Idan Szpektor · Avinatan Hassidim · Yossi Matias · Remi Munos |
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Poster
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Wed 16:30 |
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers Xin Lu · Yanyan Zhao · Bing Qin · Liangyu Huo · Qing Yang · Dongliang Xu |
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Poster
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Fri 11:00 |
Towards Next-Level Post-Training Quantization of Hyper-Scale Transformers Junhan Kim · Chungman Lee · Eulrang Cho · Kyungphil Park · Ho-young Kim · Joonyoung Kim · Yongkweon Jeon |