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Workshop
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Range-aware Positional Encoding via High-order Pretraining: Theory and Practice
Viet Nguyen · Nhat Ngo · Truong Son Hy
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Workshop
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PRIMUS: Pretraining IMU Encoders with Multimodal and Self-Supervised Learning
Arnav Das · Chi Ian Tang · Fahim Kawsar · Mohammad Malekzadeh
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Workshop
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Homeostasis-aware Direct Spike Encoding for Deep Spiking Neural Networks
Yechan Kang · Mingyeong Seo · Jeonghee Jo · Hyun Jae Jang · Jongkil Park · Jaewook Kim · Suyoun Lee · Jinkyu Kim · Seongsik Park
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Workshop
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Explicit and data-Efficient Encoding via Gradient Flow
Kyriakos Flouris · Anna Volokitin · Gustav Bredell · Ender Konukoglu
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Workshop
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Natural Language-guided Neural Encoding Benchmark for Vision
Taha Razzaq · Hisan Naeem · Asim Iqbal
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Workshop
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Capturing Protein Dynamics: Encoding Temporal and Spatial Dynamics from Molecular Dynamics Simulations
Vignesh Bhethanabotla · Amin Tavakoli · Anima Anandkumar · William Goddard
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Workshop
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Representation with a capital 'R'
Jacob Prince · George Alvarez · Talia Konkle
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Workshop
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Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
Satyananda Kashyap · Niharika DSouza · Luyao Shi · Ken C. L. Wong · Hongzhi Wang · Tanveer Syeda-Mahmood
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Workshop
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Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models
Richard Antonello · Emily Cheng
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Workshop
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Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models
Richard Antonello · Emily Cheng
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Workshop
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Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles
Shuman Peng · Arash Khoeini · Sharan Vaswani · Martin Ester
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Workshop
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Revealing spatial-frequency channels in an ensemble encoding model of human fMRI
Furkan Ozcelik · Ajay Subramanian · Najib Majaj · Denis Pelli
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