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36 Results
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Workshop
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LLM-initialized Differentiable Causal Discovery Shiv Kampani · David Hidary · Constantijn van der Poel · Martin Ganahl · Brenda Miao |
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Poster
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Fri 11:00 |
If You Want to Be Robust, Be Wary of Initialization Sofiane ENNADIR · Johannes Lutzeyer · Michalis Vazirgiannis · El Houcine Bergou |
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Poster
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Wed 16:30 |
Initializing Services in Interactive ML Systems for Diverse Users Avinandan Bose · Mihaela Curmei · Daniel Jiang · Jamie Morgenstern · Sarah Dean · Lillian Ratliff · Maryam Fazel |
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Poster
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Fri 11:00 |
SceneDiffuser: Efficient and Controllable Driving Simulation Initialization and Rollout Max Jiang · Yijing Bai · Andre Cornman · Christopher Davis · XIUKUN HUANG · Hong Jeon · Sakshum Kulshrestha · John Lambert · Shuangyu Li · Xuanyu Zhou · Carlos Fuertes · Chang Yuan · Mingxing Tan · Yin Zhou · Dragomir Anguelov |
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Poster
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Wed 11:00 |
Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing Zhongwang Zhang · Pengxiao Lin · Zhiwei Wang · Yaoyu Zhang · Zhi-Qin Xu |
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Poster
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Thu 16:30 |
Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation Shiyu Xia · Yuankun Zu · Xu Yang · Xin Geng |
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Poster
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Wed 11:00 |
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization Ruiqi Zhang · Jingfeng Wu · Peter Bartlett |
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Poster
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Thu 16:30 |
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning Daniel Kunin · Allan Raventós · Clémentine Dominé · Feng Chen · David Klindt · Andrew Saxe · Surya Ganguli |
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Poster
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Wed 11:00 |
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory Guhan Chen · Yicheng Li · Qian Lin |
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Poster
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Fri 11:00 |
Local to Global: Learning Dynamics and Effect of Initialization for Transformers Ashok Vardhan Makkuva · Marco Bondaschi · Adway Girish · Alliot Nagle · Hyeji Kim · Michael Gastpar · Chanakya Ekbote |
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Poster
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Wed 16:30 |
The Impact of Initialization on LoRA Finetuning Dynamics Soufiane Hayou · Nikhil Ghosh · Bin Yu |
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Affinity Event
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Thu 19:50 |
Building inclusive futures now: IndigiGenius' Indigenous CS and AI initiatives Michelle L Brown · Andrea Delgado-Olson |