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Poster
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Tue 1:45
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ALAM: Averaged Low-Precision Activation for Memory-Efficient Training of Transformer Models
Sunghyeon Woo · SunWoo Lee · Dongsuk Jeon
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Affinity Workshop
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Thu 7:30
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Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
Imane Hamzaoui · Hadjer Benmeziane · Zayneb Cherif · Kaoutar El Maghraoui
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Poster
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Thu 7:30
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PRES: Toward Scalable Memory-Based Dynamic Graph Neural Networks
Junwei Su · Difan Zou · Chuan Wu
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Poster
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Fri 7:30
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Memory-Consistent Neural Networks for Imitation Learning
Kaustubh Sridhar · Souradeep Dutta · Dinesh Jayaraman · James Weimer · Insup Lee
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Poster
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Fri 7:30
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A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
Haruo Hosoya
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Workshop
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Addax: Memory-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes
Zeman Li · Xinwei Zhang · Meisam Razaviyayn
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Workshop
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HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models
Gabriel Sarch · Sahil Somani · Raghav Kapoor · Michael Tarr · Katerina Fragkiadaki
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Poster
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Tue 1:45
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STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction
Yu-Hsuan Wu · Jerry Hu · Weijian Li · Bo-Yu Chen · Han Liu
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Poster
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Fri 1:45
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AutoChunk: Automated Activation Chunk for Memory-Efficient Deep Learning Inference
Xuanlei Zhao · Shenggan Cheng · Guangyang LU · Haotian Zhou · Bin Jia · Yang You
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Poster
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Thu 7:30
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Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation
Yuxiang (YU-HSIANG) LAI · Yi Zhou · Xinghong Liu · Tao Zhou
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Workshop
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GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
Jiawei Zhao · Zhenyu Zhang · Beidi Chen · Zhangyang Wang · anima anandkumar · Yuandong Tian
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Affinity Workshop
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Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation
Imane Hamzaoui · Hadjer Benmeziane · Zayneb Cherif · Kaoutar El Maghraoui
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