Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming

Gregory Dexter, Petros Drineas, David Woodruff, Taisuke Yasuda p48431-48443 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Sketching Based Representations for Robust Image Classification with Provable Guarantees

Nishanth Dikkala, Sankeerth Rao Karingula, Raghu Meka, Jelani Nelson, Rina Panigrahy, Xin Wang p5459-5470 from Advances in Neural Information Processing Systems 35

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Sketching for Distributed Deep Learning: A Sharper Analysis

Arindam Banerjee, Berivan Isik, Sanmi Koyejo, Qiaobo Li, Mayank Shrivastava p6417-6447 from Advances in Neural Information Processing Systems 37

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Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning

Yijun Dong, Qi Lei, Xiang Pan, Hoang Phan p43367-43402 from Advances in Neural Information Processing Systems 37

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Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions

Rohan Anil, Xinyi Chen, Vladimir Feinberg, Elad Hazan, Y. Jennifer Sun p75911-75924 from Advances in Neural Information Processing Systems 36

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SKFlow: Learning Optical Flow with Super Kernels

Yuanqi Chen, Guodong Guo, Ge Li, Shangkun Sun, Yu Zhu p11313-11326 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions

Stephen Chen, Caleb Chuck, Jiaheng Hu, Roberto Martín-Martín, Scott Niekum, Peter Stone, Zizhao Wang, Amy Zhang p77748-77776 from Advances in Neural Information Processing Systems 37

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Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning

Stefano Albrecht, Mhairi Dunion, Xin Li, Xuehui Yu p110573-110612 from Advances in Neural Information Processing Systems 37

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Skill-it! A data-driven skills framework for understanding and training language models

Kush Bhatia, Mayee Chen, Christopher Ré, Nicholas Roberts, Frederic Sala, Jue Wang, Ce Zhang p36000-36040 from Advances in Neural Information Processing Systems 36

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Skills Regularized Task Decomposition for Multi-Task Offline Reinforcement Learning

Sangwoo Cho, Honguk Woo, Minjong Yoo p37432-37444 from Advances in Neural Information Processing Systems 35

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

SkinCon: A Skin Disease Dataset Densely Annotated by Domain Experts for Fine-Grained Debugging and Analysis

Zhuo Ran Cai, Roxana Daneshjou, Roberto Novoa, Mert Yuksekgonul, James Zou p18157-18167 from Advances in Neural Information Processing Systems 35

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Skinned Motion Retargeting with Dense Geometric Interaction Perception

Jia Jia, Jia-Wei Liu, Mike Zheng Shou, Shikun Sun, Zijie Ye p125907-125934 from Advances in Neural Information Processing Systems 37

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SkipPredict: When to Invest in Predictions for Scheduling

Michael Mitzenmacher, Rana Shahout p105663-105701 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover

Zhipeng Cai, Tat-Jun Chin, Anh-Dzung Doan, Tam Nguyen p66410-66430 from Advances in Neural Information Processing Systems 37

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SLaM: Student-Label Mixing for Distillation with Unlabeled Examples

Cenk Baykal, Fotis Iliopoulos, Vasilis Kontonis, Gaurav Menghani, Khoa Trinh, Erik Vee p67505-67532 from Advances in Neural Information Processing Systems 36

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SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models

Yiran Chen, Chun-Sung Ferng, Heinrich Jiang, Da-Cheng Juan, Cyrus Rashtchian, Jianyi Zhang p5188-5209 from Advances in Neural Information Processing Systems 37

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Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch

Rama Chellappa, Liam Fowl, Micah Goldblum, Tom Goldstein, Hossein Souri p19165-19178 from Advances in Neural Information Processing Systems 35

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SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents

Christopher Amato, Alina Oprea, Ethan Rathbun p111994-112024 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization

Hung-Kuo (James) Chu, Chi-Han Peng, Jheng-Wei Su, Kuei-Yu Tung, Peter Wonka p48781-48792 from Advances in Neural Information Processing Systems 36

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Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing

Aditya Balu, Baskar Ganapathysubramanian, Chinmay Hegde, Anushrut Jignasu, Adarsh Krishnamurthy, Kelly Marshall, Ankush Mishra, Lucas Rillo p128556-128573 from Advances in Neural Information Processing Systems 37

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Slicing Vision Transformer for Flexible Inference

Xi Chen, Huseyin Coskun, Yun Fu, Derek Hu, Ke Ma, Xu Ma, Huan Wang, Yitian Zhang p42649-42671 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Slight Corruption in Pre-training Data Makes Better Diffusion Models

Hao Chen, Yujin Han, Kai Hu, Xiang Li, Diganta Misra, Bhiksha Raj, Masashi Sugiyama, Jindong Wang, Difan Zou p126149-126206 from Advances in Neural Information Processing Systems 37

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SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection

Gaurav Bharaj, Surya Koppisetti, Trang Tran, Yi Zhu p67901-67928 from Advances in Neural Information Processing Systems 37

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SlimGPT: Layer-wise Structured Pruning for Large Language Models

Gui Ling, Qingwen Liu, Ziyang Wang, Yuliang Yan p107112-107137 from Advances in Neural Information Processing Systems 37

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Neural Information Processing Systems Foundation, Inc. (NeurIPS)

Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming

Sketching Based Representations for Robust Image Classification with Provable Guarantees

Sketching for Distributed Deep Learning: A Sharper Analysis

Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions

SKFlow: Learning Optical Flow with Super Kernels

SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions

Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning

Skill-it! A data-driven skills framework for understanding and training language models

Skills Regularized Task Decomposition for Multi-Task Offline Reinforcement Learning

SkinCon: A Skin Disease Dataset Densely Annotated by Domain Experts for Fine-Grained Debugging and Analysis

Skinned Motion Retargeting with Dense Geometric Interaction Perception

SkipPredict: When to Invest in Predictions for Scheduling

Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover

SLaM: Student-Label Mixing for Distillation with Unlabeled Examples

SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models

Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch

SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents

SLIBO-Net: Floorplan Reconstruction via Slicing Box Representation with Local Geometry Regularization

Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing

Slicing Vision Transformer for Flexible Inference

Slight Corruption in Pre-training Data Makes Better Diffusion Models

SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection

SlimGPT: Layer-wise Structured Pruning for Large Language Models

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