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59 Results
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Workshop
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Fri 6:30 |
Efficiency Tradeoffs in the Design of Neural Search Systems Jimmy Lin |
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Workshop
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Conformer Search Using SE3-Transformers and Imitation Learning Luca Thiede · Santiago Miret · Krzysztof Sadowski · Haoping Xu · Mariano Phielipp · Alan Aspuru-Guzik |
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Poster
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Thu 9:00 |
Emergence of Hierarchical Layers in a Single Sheet of Self-Organizing Spiking Neurons Paul Bertens · Seong-Whan Lee |
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Poster
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Sparse Structure Search for Delta Tuning Shengding Hu · Zhen Zhang · Ning Ding · Yadao Wang · Yasheng Wang · Zhiyuan Liu · Maosong Sun |
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Poster
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Tue 9:00 |
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring Yash Akhauri · Juan Munoz · Nilesh Jain · Ravishankar Iyer |
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Poster
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Tue 14:00 |
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey |
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Workshop
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Neural Architecture for Online Ensemble Continual Learning Mateusz Wójcik · Witold Kościukiewicz · Adam Gonczarek · Tomasz Kajdanowicz |
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Poster
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Thu 9:00 |
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan (DK) Xu · Subhabrata Mukherjee · Xiaodong Liu · Debadeepta Dey · Wenhui Wang · Xiang Zhang · Ahmed Awadallah · Jianfeng Gao |
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Poster
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Wed 9:00 |
HyperTree Proof Search for Neural Theorem Proving Guillaume Lample · Timothee Lacroix · Marie-Anne Lachaux · Aurelien Rodriguez · Amaury Hayat · Thibaut Lavril · Gabriel Ebner · Xavier Martinet |
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Poster
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Wed 9:00 |
Efficient Non-Parametric Optimizer Search for Diverse Tasks Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh |
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Poster
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Thu 14:00 |
Simulation-guided Beam Search for Neural Combinatorial Optimization Jinho Choo · Yeong-Dae Kwon · Jihoon Kim · Jeongwoo Jae · André Hottung · Kevin Tierney · Youngjune Gwon |
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Poster
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Tue 14:00 |
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets Chengrun Yang · Gabriel Bender · Hanxiao Liu · Pieter-Jan Kindermans · Madeleine Udell · Yifeng Lu · Quoc V Le · Da Huang |