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Workshop
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LESS: Selecting Influential Data for Targeted Instruction Tuning
Mengzhou Xia · Sadhika Malladi · Suchin Gururangan · Sanjeev Arora · Danqi Chen
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Workshop
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Pre-training Concept Frequency is predictive of CLIP Zero-shot Performance
Vishaal Udandarao · Ameya Prabhu · Philip Torr · Adel Bibi · Samuel Albanie · Matthias Bethge
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Oral
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Fri 1:15
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"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
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Poster
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Fri 1:45
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"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
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Poster
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Wed 1:45
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DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models
Yongchan Kwon · Eric Wu · Kevin Wu · James Y Zou
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Workshop
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CLIFFORD NEURAL OPERATORS ON ATMOSPHERIC DATA INFLUENCED PARTIAL DIFFERENTIAL EQUATIONS
Sujit Roy · Wei Ji Leong · Rajat Shinde · Christopher Phillips · Kumar Ankur · Manil Maskey · Rahul Ramachandran
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