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Poster
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Thu 16:30
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SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification
Benjamin Feuer · Jiawei Xu · Niv Cohen · Patrick Yubeaton · Govind Mittal · Chinmay Hegde
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Poster
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Wed 11:00
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BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation
Michał Junczyk
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Poster
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Fri 11:00
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DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
Yuxuan Tong · Xiwen Zhang · Rui Wang · Ruidong Wu · Junxian He
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Session
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Thu 11:00
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Dialogue with the Machine and Dialogue with the Art World: A Method for Evaluating AI as a Tool for Creativity
Rida Qadri · Piotr Mirowski · Aroussiak Gabriellan · Farbod Mehr · Huma Gupta · Pamela Karimi · Remi Denton
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Poster
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Thu 16:30
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WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs
Seungju Han · Kavel Rao · Allyson Ettinger · Liwei Jiang · Bill Yuchen Lin · Nathan Lambert · Yejin Choi · Nouha Dziri
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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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Thu 16:30
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Fetch and Forge: Efficient Dataset Condensation for Object Detection
Ding Qi · Jian Li · Jinlong Peng · Bo Zhao · Shuguang Dou · Jialin Li · Jiangning Zhang · Yabiao Wang · Chengjie Wang · Cairong Zhao
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Poster
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Wed 16:30
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CSPG: Crossing Sparse Proximity Graphs for Approximate Nearest Neighbor Search
Ming Yang · Yuzheng Cai · Weiguo Zheng
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Poster
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Fri 16:30
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SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models
Yu Yang · Siddhartha Mishra · Jeffrey Chiang · Baharan Mirzasoleiman
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Poster
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Fri 11:00
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Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
Dang Nguyen · Paymon Haddad · Eric Gan · Baharan Mirzasoleiman
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Poster
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Fri 11:00
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Most Influential Subset Selection: Challenges, Promises, and Beyond
Yuzheng Hu · Pingbang Hu · Han Zhao · Jiaqi Ma
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Session
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Thu 11:00
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RECITYGEN Interactive and Generative Participatory Urban Design Tool with Latent Diffusion and Segment Anything
mo di · Mingyang Sun · Chengxiu Yin · Runjia Tian · wu yanhong
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