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8 Results
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Workshop
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In-Context Learning by Linear Attention: Exact Asymptotics and Experiments Yue Lu · Mary Letey · Jacob Zavatone-Veth · Anindita Maiti · Cengiz Pehlevan |
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Poster
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Thu 16:30 |
A Phase Transition between Positional and Semantic Learning in a Solvable Model of Dot-Product Attention Hugo Cui · Freya Behrens · Florent Krzakala · Lenka Zdeborová |
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Poster
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Fri 11:00 |
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem yoonsoo nam · Nayara Fonseca · Seok Hyeong Lee · Chris Mingard · Ard Louis |
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Poster
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Thu 11:00 |
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization Siyi Gu · Minkai Xu · Alexander Powers · Weili Nie · Tomas Geffner · Karsten Kreis · Jure Leskovec · Arash Vahdat · Stefano Ermon |
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Poster
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Thu 11:00 |
DAGER: Exact Gradient Inversion for Large Language Models Ivo Petrov · Dimitar I. Dimitrov · Maximilian Baader · Mark Müller · Martin Vechev |
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Poster
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Thu 16:30 |
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models Fangyikang Wang · Hubery Yin · Yue-Jiang Dong · Huminhao Zhu · zhang chao · Hanbin Zhao · Hui Qian · Chen Li |
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Poster
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Wed 16:30 |
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step Owen Dugan · Donato Jiménez-Benetó · Charlotte Loh · Zhuo Chen · Rumen Dangovski · Marin Soljacic |
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Workshop
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FedEx-LoRA: Exact Aggregation for Federated Parameter-Efficient Fine-Tuning of Foundation Models Raghav Singhal · Kaustubh Ponkshe · Praneeth Vepakomma |