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Workshop
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Generalization v.s. Memorization: Tracing Language Models’ Capabilities Back to Pretraining Data
Xinyi Wang · Antonis Antoniades · Yanai Elazar · Alfonso Amayuelas · Alon Albalak · Kexun Zhang · William Yang Wang
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Workshop
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Sat 13:30
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Keynote 3: Studying Large Language Model Generalization with Influence Functions
Roger Grosse
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Poster
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Wed 11:00
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Adversarial Representation Engineering: A General Model Editing Framework for Large Language Models
Yihao Zhang · Zeming Wei · Jun Sun · Meng Sun
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Poster
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Thu 16:30
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ESPACE: Dimensionality Reduction of Activations for Model Compression
Charbel Sakr · Brucek Khailany
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Poster
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Thu 16:30
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Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
Zongyi Li · Daniel Zhengyu Huang · Burigede Liu · Anima Anandkumar
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Workshop
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Towards a Mechanistic Explanation of Diffusion Model Generalization
Matthew Niedoba · Berend Zwartsenberg · Kevin Murphy · Frank Wood
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Affinity Event
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Tue 14:30
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Luca Pinello: DNA-Diffusion: Leveraging Generative Models for Controlling Chromatin Accessibility and Gene Expression via Synthetic Regulatory Elements
Luca Pinello
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Workshop
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System-2 Reasoning via Generality and Adaptation
Sejin Kim · Sundong Kim
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Poster
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Fri 16:30
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GenRL: Multimodal-foundation world models for generalization in embodied agents
Pietro Mazzaglia · Tim Verbelen · Bart Dhoedt · Aaron Courville · Sai Rajeswar Mudumba
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Poster
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Thu 11:00
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Interpretable Generalized Additive Models for Datasets with Missing Values
Hayden McTavish · Jon Donnelly · Margo Seltzer · Cynthia Rudin
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Workshop
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Enhancing Generalization in Sparse Mixture of Experts Models: The Case for Increased Expert Activation in Compositional Tasks
Jinze Zhao · Junjie Yang · Peihao Wang · Yingbin Liang · Zhangyang "Atlas" Wang
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Workshop
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Generalized Flow Matching for Transition Dynamics Modeling
Haibo Wang · Yuxuan Qiu · Yanze Wang · Rob Brekelmans · Yuanqi Du
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