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Poster
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Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction
Chen-Long Duan · Yong Li · Xiu-Shen Wei · Lin Zhao
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Poster
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Fri 16:30
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A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
Andrej Tschalzev · Sascha Marton · Stefan Lüdtke · Christian Bartelt · Heiner Stuckenschmidt
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Workshop
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Discovering Multi-Layer Films for Electromagnetic Interference Shielding and Passive Cooling with Multi-Objective Active Learning
Mingxuan Li · Jungtaek Kim · Paul Leu
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Poster
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Thu 11:00
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You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection
Mingbo Hong · Shen Cheng · Haibin Huang · Haoqiang Fan · Shuaicheng Liu
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Poster
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Thu 11:00
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MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
Yuming Zhang · Jun Hsieh · Xin Li · Ming-Ching Chang · Chun-Chieh Lee · Kuo-Chin Fan
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Workshop
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Hiding-in-Plain-Sight (HiPS) Attack on CLIP for Targetted Object Removal from Images
Megan Chung · Arka Daw · Maria Mahbub · Amir Sadovnik
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Poster
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Thu 16:30
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A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
Mohammad-Amin Charusaie · Samira Samadi
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Poster
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Fri 11:00
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FedAvP: Augment Local Data via Shared Policy in Federated Learning
Minui Hong · Junhyeog Yun · Insu Jeon · Gunhee Kim
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Poster
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Wed 16:30
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Off-Policy Selection for Initiating Human-Centric Experimental Design
Ge Gao · Xi Yang · Qitong Gao · Song Ju · Miroslav Pajic · Min Chi
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Poster
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Wed 11:00
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Learning Action and Reasoning-Centric Image Editing from Videos and Simulation
Benno Krojer · Dheeraj Vattikonda · Luis Lara · Varun Jampani · Eva Portelance · Chris Pal · Siva Reddy
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Poster
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Thu 11:00
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Data curation via joint example selection further accelerates multimodal learning
Talfan Evans · Nikhil Parthasarathy · Hamza Merzic · Olivier Henaff
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Poster
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Improving Generalization of Dynamic Graph Learning via Environment Prompt
Kuo Yang · Zhengyang Zhou · Qihe Huang · Limin Li · Yuxuan Liang · Yang Wang
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