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Workshop
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Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation
Can Koz · Onat Dalmaz · Mertay Dayanc
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Poster
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Tue 8:45
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Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
Subhojyoti Mukherjee · Qiaomin Xie · Josiah Hanna · Robert Nowak
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Poster
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Wed 15:00
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Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer
Bowen Tan · Yun Zhu · Lijuan Liu · Eric Xing · Zhiting Hu · Jindong Chen
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Workshop
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Mixup-Based Knowledge Distillation with Causal Intervention for Multi-Task Speech Classification
Kwangje Baeg · Hyeopwoo Lee · Yeomin Yoon · Jongmo Kim
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Poster
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Thu 8:45
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Optimistic Rates for Multi-Task Representation Learning
Austin Watkins · Enayat Ullah · Thanh Nguyen-Tang · Raman Arora
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Poster
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Tue 15:15
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Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective
Yuzheng Hu · Ruicheng Xian · Qilong Wu · Qiuling Fan · Lang Yin · Han Zhao
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Poster
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Thu 15:00
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The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation
Elia Turner · Omri Barak
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Workshop
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AstroYOLO: Learning Astronomy Multi-Tasks in a Single Unified Real-Time Framework
Nodirkhuja Khujaev · Roman Tsoy · Seungryul Baek
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Workshop
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MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
Thorben Prein · Elton Pan · Tom Doerr · Elsa Olivetti · Jennifer Rupp
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Poster
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Thu 8:45
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Multi-task learning with summary statistics
Parker Knight · Rui Duan
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Affinity Workshop
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MED-NAS-Bench: Towards a Multi-task Neural Architecture Search Benchmark for Advancing Medical Imaging Analysis
Hadjer Benmeziane · Kaoutar El Maghraoui · Hamza Ouarnoughi · Smail Niar
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Workshop
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Simple Data Sharing for Multi-Tasked Goal-Oriented Problems
Ying Fan · Jingling Li · Adith Swaminathan · Aditya Modi · Ching-An Cheng
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