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Workshop
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Adaptive Neighborhoods in Contrastive Regression Learning for Brain Age Prediction
Jakob Träuble · Lucy Hiscox · Curtis Johnson · Carola-Bibiane Schönlieb · Gabriele Schierle · Angelica Aviles-Rivero
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Poster
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Wed 16:30
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CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
Sk Miraj Ahmed · Fahim Faisal Niloy · Xiangyu Chang · Dripta S. Raychaudhuri · Samet Oymak · Amit Roy-Chowdhury
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Poster
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Wed 11:00
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Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
Dongjoon Lee · Hyeryn Park · Changhee Lee
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Poster
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Thu 16:30
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Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
Kai Hu · Ye Xiao · Yuan Zhang · Xieping Gao
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Workshop
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Informed Augmentation Selection Improves Tabular Contrastive Learning
Arash Khoeini · Shuman Peng · Martin Ester
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Workshop
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Time-dependent Sampling for Contrastive Self-supervised Learning of Longitudinal Biosignals Representations
Sam Perochon · Salar Abbaspourazad · Joseph Futoma · Andy Miller · Guillermo Sapiro
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Workshop
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MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations
Benedikt Alkin · Lukas Miklautz · Sepp Hochreiter · Johannes Brandstetter
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Workshop
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Learning Symmetric Contexts for Anomaly Detection
Alain Ryser · Thomas Sutter · Alexander Marx · Julia Vogt
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Workshop
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sa-SVAE: a Shared and Aligned Structured Variational Autoencoder for Extracting Behaviorally Relevant and Preserved Neural Dynamics Across Animals
Yiqi Jiang · Kaiwen Sheng · Seung Je Woo · Yu Shikano · Yixiu Zhao · Canwen Zhang · Scott Linderman · Mark Schnitzer
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Poster
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Thu 16:30
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CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
Yiping Wang · Yifang Chen · Wendan Yan · Alex Fang · Wenjing Zhou · Kevin Jamieson · Simon Du
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Workshop
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Graph Transformation Augmentation for Contrastive Learning of Graph-Level Representation: An Initial Exploration
Tianchao Li · Yulong Pei
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Poster
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Wed 16:30
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S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
Gengmo Zhou · Zhen Wang · Feng Yu · Guolin Ke · Zhewei Wei · Zhifeng Gao
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