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Workshop
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Information-theoretic Generalization Analysis for Vector-Quantized VAEs
Futoshi Futami · Masahiro Fujisawa
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Poster
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Thu 11:00
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Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms
Dimitri Meunier · Zikai Shen · Mattes Mollenhauer · Arthur Gretton · Zhu Li
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Workshop
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Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
Matan Schliserman · Tomer Koren
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Workshop
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Applying Refusal-Vector Ablation to Llama 3.1 70B Agents
Simon Lermen · Mateusz Dziemian · Govind Pimpale
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Poster
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Thu 16:30
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MUVERA: Multi-Vector Retrieval via Fixed Dimensional Encoding
Rajesh Jayaram · Laxman Dhulipala · Majid Hadian · Jason Lee · Vahab Mirrokni
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Affinity Event
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A Novel LLM-Based Approach for Automated Seerah-Hadith Mapping: Connecting Islamic Historical Narratives Through Vector Search and Semantic Analysis
Mushfiqur Rahman Talha · Mohammad Shams · Riasat Islam · Nabil Mosharraf
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Affinity Event
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Hybrid Context Retrieval Augmented Generation Pipeline: LLM-Augmented Knowledge Graphs and Vector Database for Accreditation Reporting Assistance
Candace Edwards
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Affinity Event
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Long-Tail Learning with Language Model Guided Curricula
Mohammed Adnan · Rahul Krishnan · Yani Ioannou
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Poster
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LG-CAV: Train Any Concept Activation Vector with Language Guidance
Qihan Huang · Jie Song · Mengqi Xue · Haofei Zhang · Bingde Hu · Huiqiong Wang · Hao Jiang · Xingen Wang · Mingli Song
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Session
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Wed 11:00
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SketcherX: AI-Driven Interactive Robotic drawing with Diffusion model and Vectorization Techniques
Jookyung Song · Mookyoung Kang · Nojun Kwak
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Poster
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Wed 16:30
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Training Data Attribution via Approximate Unrolling
Juhan Bae · Wu Lin · Jonathan Lorraine · Roger Grosse
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Affinity Event
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Enhancing Medical NLP Systems: Integrating Upstash Vector and BGE-M3 for Accurate and Ethical Healthcare Data Management with Reduced Bias
BINXI XIE
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