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46 Results
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Poster
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Thu 11:00 |
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning Seonghyun Ban · Heesan Kong · Kee-Eung Kim |
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Poster
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Wed 16:30 |
You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning Théo Moutakanni · Maxime Oquab · Marc Szafraniec · Maria Vakalopoulou · Piotr Bojanowski |
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Workshop
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Sat 12:00 |
Harnessing Large Language Models for Market Research: A Data-augumentation Approach Mengxin Wang · Dennis Zhang · Heng Zhang |
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Poster
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Thu 16:30 |
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Hang Zhou · Yehui Tang · Haochen Qin · Yujie Yang · Renren Jin · Deyi Xiong · Kai Han · Yunhe Wang |
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Affinity Event
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Improving Wild Pig Detection through Data Augmentation and Thermal Imagery: A Comparative Study of Model Performance. Alhim Adonai Vera Gonzalez · Donghoon Kim |
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Workshop
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Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations Neha Kalibhat · Warren Morningstar · Alex Bijamov · Luyang Liu · Karan Singhal · Philip Mansfield |
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Workshop
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Solving Out-of-Distribution Challenges in Optical Foundation Models using Self-Improving Data Augmentation Mingqian Ma · Taigao Ma · L. Jay Guo |
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Workshop
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AGATa: Attention-Guided Augmentation for Tabular Data in Contrastive Learning Moonjung Eo · Kyungeun Lee · Min-Kook Suh · Hyeseung Cho · Ye Seul Sim · Woohyung Lim |
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Poster
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Thu 11:00 |
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation Fan Lin · Shuyi Xie · Yong Dai · Wenlin Yao · TianJiao Lang · Yu Zhang |
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Workshop
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Multi-Stage QLoRA with Augmented Structured Dialogue Corpora: Efficient and Improved Conversational Healthcare AI Dasun Wickrama Arachchi Athukoralage · Thushari Atapattu |
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Poster
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Wed 11:00 |
Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts Mikayel Samvelyan · Sharath Chandra Raparthy · Andrei Lupu · Eric Hambro · Aram Markosyan · Manish Bhatt · Yuning Mao · Minqi Jiang · Jack Parker-Holder · Jakob Foerster · Tim Rocktäschel · Roberta Raileanu |
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Workshop
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TARGET: Benchmarking Table Retrieval for Generative Tasks Xingyu Ji · Aditya Parameswaran · Madelon Hulsebos |