Paper

  • Few-Shot Diffusion Models Escape the Curse of Dimensionality

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Diffusion Models Escape the Curse of Dimensionality

    Cheng Chen, Bo Jiang, Ruinan Jin, Shuai Li, Baoxiang Wang, Ruofeng Yang p68528-68558 from Advances in Neural Information Processing Systems 37
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  • Few-Shot Fast-Adaptive Anomaly Detection

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Fast-Adaptive Anomaly Detection

    Ser Nam Lim, Tsung-Yu Lin, Ashish Shah, Rui Wang, Ze Wang, Yipin Zhou p4957-4970 from Advances in Neural Information Processing Systems 35
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  • Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory

    Bo An, Bo Chen, Zhibin Duan, Zhiyi Lv, Chaojie Wang, Mingyuan Zhou p7443-7461 from Advances in Neural Information Processing Systems 36
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  • Few-Shot Image Generation Via Adaptation-Aware Kernel Modulation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Image Generation Via Adaptation-Aware Kernel Modulation

    Milad Abdollahzadeh, Keshigeyan Chandrasegaran, Ngai-Man Man Cheung, Yunqing Zhao p19427-19440 from Advances in Neural Information Processing Systems 35
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  • Few-Shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Learning for Feature Selection with Hilbert-Schmidt Independence Criterion

    Yasuhiro Fujiwara, Yasutoshi Ida, Tomoharu Iwata, Atsutoshi Kumagai p9577-9590 from Advances in Neural Information Processing Systems 35
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  • Few-Shot Learning-Based Risk Feature Extraction for Geological Resources and Multi-Risk Overlay Scenario Design

    Aussino Academic Publishing House (AAPH)

    Few-Shot Learning-Based Risk Feature Extraction for Geological Resources and Multi-Risk Overlay Scenario Design

    XU Ying,, YIN Shoujun, ZHAO Menghan p995-1000 from 13th Academic Conference of Geology Resource Management and Sustainable Development (GRMSD 2025)
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  • Few-Shot Non-Parametric Learning with Deep Latent Variable Model

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Non-Parametric Learning with Deep Latent Variable Model

    Yiqin Dai, Zhiying Jiang, Ming Li, Jimmy Lin, Ji Xin p26448-26461 from Advances in Neural Information Processing Systems 35
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  • Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning

    Mohit Bansal, Tenghao Huang, Haokun Liu, Jay Mohta, Mohammed Muqeeth, Colin Raffel, Derek Tam p1950-1965 from Advances in Neural Information Processing Systems 35
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  • Few-Shot Relational Reasoning Via Connection Subgraph Pretraining

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Relational Reasoning Via Connection Subgraph Pretraining

    Qian Huang, Jure Leskovec, Hongyu Ren p6397-6409 from Advances in Neural Information Processing Systems 35
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  • Few-Shot Task Learning through Inverse Generative Modeling

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Task Learning through Inverse Generative Modeling

    Pulkit Agrawal, Antonia Bronars, Yilun Du, Aviv Netanyahu, Jyothish Pari, Tianmin Shu, Joshua Tenenbaum p98445-98477 from Advances in Neural Information Processing Systems 37
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  • Few-Shot Task-Agnostic Neural Architecture Search for Distilling Large Language Models

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Few-Shot Task-Agnostic Neural Architecture Search for Distilling Large Language Models

    Ahmed Awadallah, Debadeepta Dey, Jianfeng Gao, Xiaodong Liu, Subhabrata Mukherjee, Wenhui Wang, Dongkuan DK Xu, Xiang Zhang p28644-28656 from Advances in Neural Information Processing Systems 35
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  • FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training

    Theo Gevers, Sezer Karaoglu, Yue Li, Ruihong Yin, Vladimir Yugay p127204-127225 from Advances in Neural Information Processing Systems 37
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