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Poster
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Tue 14:00
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Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi
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Poster
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Thu 9:00
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Association Graph Learning for Multi-Task Classification with Category Shifts
Jiayi Shen · Zehao Xiao · Xiantong Zhen · Cees Snoek · Marcel Worring
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Workshop
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Expert Selection in Distributed Gaussian Processes: A Multi-label Classification Approach
Hamed Jalali · Gjergji Kasneci
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Poster
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Tue 14:00
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Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
Sean Yang · Bernease Herman · Bill Howe
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Poster
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Tue 14:00
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GAMA: Generative Adversarial Multi-Object Scene Attacks
Abhishek Aich · Calvin-Khang Ta · Akash Gupta · Chengyu Song · Srikanth Krishnamurthy · Salman Asif · Amit Roy-Chowdhury
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Poster
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Thu 9:00
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MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
Jinyuan Jia · Wenjie Qu · Neil Gong
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Workshop
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Sat 7:50
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Spotlight Talk - Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal
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Poster
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Provable General Function Class Representation Learning in Multitask Bandits and MDP
Rui Lu · Andrew Zhao · Simon Du · Gao Huang
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Affinity Workshop
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Interaction Classification with Key Actor Detection in Multi-Person Sport Videos
Farzaneh Askari · Rohit Ramaprasad · James Clark · Martin Levine
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Workshop
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Layover Intermediate Layer for Multi-Label Classification in Efficient Transfer Learning
Seongha Eom · Taehyeon Kim · Se-Young Yun
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Workshop
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Multi-band Image Classification with Ultra-Lean Complex-Valued Models
Utkarsh Singhal · Stella Yu · Zackery Steck · Scott Kangas
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Poster
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MVP-N: A Dataset and Benchmark for Real-World Multi-View Object Classification
REN WANG · Jiayue Wang · Tae Sung Kim · JINSUNG KIM · Hyuk-Jae Lee
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