NeurIPS

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

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Machine Learning

2024 · 4,034 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2024 · NeurIPS
ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
Haoran You, Yipin Guo, Yichao Fu, Wei Zhou, Huihong Shi, Xiaofan Zhang, Souvik Kundu, Amir Yazdanbakhsh, Yingyan (Celine) Lin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Should We Really Edit Language Models? On the Evaluation of Edited Language Models
Qi Li, Xiang Liu, Zhenheng Tang, Peijie Dong, Zeyu Li, Xinglin Pan, Xiaowen Chu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
ShowMaker: Creating High-Fidelity 2D Human Video via Fine-Grained Diffusion Modeling
Quanwei Yang, Jiazhi Guan, Kaisiyuan Wang, Lingyun Yu, Wenqing Chu, Hang Zhou, Zhiqiang Feng, Haocheng Feng, Errui Ding, Jingdong Wang, Hongtao Xie
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
Quoc Tran-Dinh, Trang H. Tran, Lam M. Nguyen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sigmoid Gating is More Sample Efficient than Softmax Gating in Mixture of Experts
Huy Nguyen, Nhat Ho, Alessandro Rinaldo
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SimGen: Simulator-conditioned Driving Scene Generation
Yunsong Zhou, Michael Simon, Zhenghao Peng, Sicheng Mo, Hongzi Zhu, Minyi Guo, Bolei Zhou
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SimPO: Simple Preference Optimization with a Reference-Free Reward
Yu Meng, Mengzhou Xia, Danqi Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion
Ming Dai, Lingfeng Yang, Yihao Xu, Zhenhua Feng, Wankou Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Similarity-Navigated Conformal Prediction for Graph Neural Networks
Jianqing Song, Jianguo Huang, Wenyu Jiang, Baoming Zhang, Shuangjie Li, Chongjun Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simple and Effective Masked Diffusion Language Models
Subham Sekhar Sahoo, Marianne Arriola, Yair Schiff, Aaron Gokaslan, Edgar Marroquin, Justin T Chiu, Alexander Rush, Volodymyr Kuleshov
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simple and Fast Distillation of Diffusion Models
Zhenyu Zhou, Defang Chen, Can Wang, Chun Chen, Siwei Lyu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simplified and Generalized Masked Diffusion for Discrete Data
Jiaxin Shi, Kehang Han, Zhe Wang, Arnaud Doucet, Michalis K. Titsias
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simplifying Constraint Inference with Inverse Reinforcement Learning
Adriana Hugessen, Harley Wiltzer, Glen Berseth
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simplifying Latent Dynamics with Softly State-Invariant World Models
Tankred Saanum, Peter Dayan, Eric Schulz
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Simulation-Free Training of Neural ODEs on Paired Data
Semin Kim, Jaehoon Yoo, Jinwoo Kim, Yeonwoo Cha, Saehoon Kim, Seunghoon Hong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Single Image Reflection Separation via Dual-Stream Interactive Transformers
Qiming Hu, Hainuo Wang, Xiaojie Guo
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models
Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi, Fan Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
Quanqi Hu, Qi Qi, Zhaosong Lu, Tianbao Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
Marco Miani, Lorenzo Beretta, Søren Hauberg
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sketching for Distributed Deep Learning: A Sharper Analysis
Mayank Shrivastava, Berivan Isik, Qiaobo Li, Sanmi Koyejo, Arindam Banerjee
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sketchy Moment Matching: Toward Fast and Provable Data Selection for Finetuning
Yijun Dong, Hoang Phan, Xiang Pan, Qi Lei
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
Zizhao Wang, Jiaheng Hu, Caleb Chuck, Stephen Chen, Roberto Martín-Martín, Amy Zhang, Scott Niekum, Peter Stone
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning
Xuehui Yu, Mhairi Dunion, Xin Li, Stefano V. Albrecht
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Skinned Motion Retargeting with Dense Geometric Interaction Perception
Zijie Ye, Jia-Wei Liu, Jia Jia, Shikun Sun, Mike Zheng Shou
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SkipPredict: When to Invest in Predictions for Scheduling
Rana Shahout, Michael Mitzenmacher
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
Tam Ngoc-Bang Nguyen, Anh-Dzung Doan, Zhipeng Cai, Tat-Jun Chin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
Ethan Rathbun, Christopher Amato, Alina Oprea
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Slicing Vision Transformer for Flexible Inference
Yitian Zhang, Huseyin Coskun, Xu Ma, Huan Wang, Ke Ma, Xi (Stephen) Chen, Derek Hao Hu, Yun Fu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Slight Corruption in Pre-training Data Makes Better Diffusion Models
Hao Chen, Yujin Han, Diganta Misra, Xiang Li, Kai Hu, Difan Zou, Masashi Sugiyama, Jindong Wang, Bhiksha Raj
Machine Learning
日本大学: 東京大学
2024 · NeurIPS
SlimGPT: Layer-wise Structured Pruning for Large Language Models
Gui Ling, Ziyang Wang, Yuliang Yan, Qingwen Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SlimSAM: 0.1% Data Makes Segment Anything Slim
Zigeng Chen, Gongfan Fang, Xinyin Ma, Xinchao Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Slot State Space Models
Jindong Jiang, Fei Deng, Gautam Singh, Minseung Lee, Sungjin Ahn
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Slot-VLM: Object-Event Slots for Video-Language Modeling
Jiaqi Xu, Cuiling Lan, Wenxuan Xie, Xuejin Chen, Yan Lu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SlowFocus: Enhancing Fine-grained Temporal Understanding in Video LLM
Ming Nie, Dan Ding, Chunwei Wang, Yuanfan Guo, Jianhua Han, Hang Xu, Li Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
Francisco M. Castro-Macías, Pablo Morales-Álvarez, Yunan Wu, Rafael Molina, Aggelos K. Katsaggelos
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Small coresets via negative dependence: DPPs, linear statistics, and concentration
Rémi Bardenet, Subhroshekhar Ghosh, Hugo Simon-Onfroy, Hoang Son Tran
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates
Jincheng Mei, Bo Dai, Alekh Agarwal, Sharan Vaswani, Anant Raj, Csaba Szepesvári, Dale Schuurmans
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
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
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Smoke and Mirrors in Causal Downstream Tasks
Riccardo Cadei, Lukas Lindorfer, Sylvia Cremer, Cordelia Schmid, Francesco Locatello
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention
Susung Hong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Smoothed Online Classification can be Harder than Batch Classification
Vinod Raman, Unique Subedi, Ambuj Tewari
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Smoothie: Label Free Language Model Routing
Neel Guha, Mayee F. Chen, Trevor Chow, Ishan S. Khare, Christopher Ré
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SnapKV: LLM Knows What You are Looking for Before Generation
Yuhong Li, Yingbing Huang, Bowen Yang, Bharat Venkitesh, Acyr Locatelli, Hanchen Ye, Tianle Cai, Patrick Lewis, Deming Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
Wanhua Li, Zibin Meng, Jiawei Zhou, Donglai Wei, Chuang Gan, Hanspeter Pfister
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
Jiayu Liu, Zhenya Huang, Tong Xiao, Jing Sha, Jinze Wu, Qi Liu, Shijin Wang, Enhong Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space
Leo Schwinn, David Dobre, Sophie Xhonneux, Gauthier Gidel, Stephan Günnemann
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Soft Superpixel Neighborhood Attention
Kent Gauen, Stanley Chan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Soft ascent-descent as a stable and flexible alternative to flooding
Matthew J. Holland, Kosuke Nakatani
Machine Learning
日本大学: 大阪大学
2024 · NeurIPS
Soft-Label Integration for Robust Toxicity Classification
Zelei Cheng, Xian Wu, Jiahao Yu, Shuo Han, Xin-Qiang Cai, Xinyu Xing
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Solving Inverse Problems via Diffusion Optimal Control
Henry Li, Marcus Pereira
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Solving Minimum-Cost Reach Avoid using Reinforcement Learning
Oswin So, Cheng Ge, Chuchu Fan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Solving Sparse \& High-Dimensional-Output Regression via Compression
Renyuan Li, Zhehui Chen, Guanyi Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding
Chenhao Zhou, Zebang Shen, Chao Zhang, Hanbin Zhao, Hui Qian
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SongCreator: Lyrics-based Universal Song Generation
Shun Lei, Yixuan Zhou, Boshi Tang, Max W. Y. Lam, Feng Liu, Hangyu Liu, Jingcheng Wu, Shiyin Kang, Zhiyong Wu, Helen Meng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Source Code Foundation Models are Transferable Binary Analysis Knowledge Bases
Zian Su, Xiangzhe Xu, Ziyang Huang, Kaiyuan Zhang, Xiangyu Zhang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
Julius Vetter, Guy Moss, Cornelius Schröder, Richard Gao, Jakob H. Macke
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
Weiyu Guo, Ying Sun, Yijie Xu, Ziyue Qiao, Yongkui Yang, Hui Xiong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead
Minsu Kim, Walid Saad, Merouane Debbah, Choong Seon Hong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
David M. Knigge, David R. Wessels, Riccardo Valperga, Samuele Papa, Jan-Jakob Sonke, Efstratios Gavves, Erik J. Bekkers
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpaceByte: Towards Deleting Tokenization from Large Language Modeling
Kevin Slagle
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Span-Based Optimal Sample Complexity for Weakly Communicating and General Average Reward MDPs
Matthew Zurek, Yudong Chen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sparse Bayesian Generative Modeling for Compressive Sensing
Benedikt Böck, Sadaf Syed, Wolfgang Utschick
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sparse High Rank Adapters
Kartikeya Bhardwaj, Nilesh Prasad Pandey, Sweta Priyadarshi, Viswanath Ganapathy, Shreya Kadambi, Rafael Esteves, Shubhankar Borse, Paul Whatmough, Risheek Garrepalli, Mart Van Baalen, Harris Teague, Markus Nagel
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
Nolan Dey, Shane Bergsma, Joel Hestness
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
Qitao Zhao, Shubham Tulsiani
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SparseLLM: Towards Global Pruning of Pre-trained Language Models
Guangji Bai, Yijiang Li, Chen Ling, Kibaek Kim, Liang Zhao
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries
Tianyuan Jin, Kyoungseok Jang, Nicolò Cesa-Bianchi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpatialPIN: Enhancing Spatial Reasoning Capabilities of Vision-Language Models through Prompting and Interacting 3D Priors
Chenyang Ma, Kai Lu, Ta-Ying Cheng, Niki Trigoni, Andrew Markham
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models
An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spatio-Spectral Graph Neural Networks
Simon Geisler, Arthur Kosmala, Daniel Herbst, Stephan Günnemann
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras
Bin Fan, Jiaoyang Yin, Yuchao Dai, Chao Xu, Tiejun Huang, Boxin Shi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpeAr: A Spectral Approach for Zero-Shot Node Classification
Ting Guo, Da Wang, Jiye Liang, Kaihan Zhang, Jianchao Zeng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Speaking Your Language: Spatial Relationships in Interpretable Emergent Communication
Olaf Lipinski, Adam J. Sobey, Federico Cerutti, Timothy J. Norman
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
Ziyi Yang, Xinyu Gao, Yang-Tian Sun, Yi-Hua Huang, Xiaoyang Lyu, Wen Zhou, Shaohui Jiao, Xiaojuan Qi, Xiaogang Jin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpecExec: Massively Parallel Speculative Decoding For Interactive LLM Inference on Consumer Devices
Ruslan Svirschevski, Avner May, Zhuoming Chen, Beidi Chen, Zhihao Jia, Max Ryabinin
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spectral Adapter: Fine-Tuning in Spectral Space
Fangzhao Zhang, Mert Pilanci
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spectral Editing of Activations for Large Language Model Alignment
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spectral Graph Pruning Against Over-Squashing and Over-Smoothing
Adarsh Jamadandi, Celia Rubio-Madrigal, Rebekka Burkholz
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
Lucine L. Oganesian, Omid G. Sani, Maryam M. Shanechi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
Dohyeong Kim, Taehyun Cho, Seungyub Han, Hojun Chung, Kyungjae Lee, Songhwai Oh
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Speculative Decoding with CTC-based Draft Model for LLM Inference Acceleration
Zhuofan Wen, Shangtong Gui, Yang Feng
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Speculative Monte-Carlo Tree Search
Scott Cheng, Mahmut Taylan Kandemir, Ding-Yong Hong
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpeechAlign: Aligning Speech Generation to Human Preferences
Dong Zhang, Zhaowei Li, Shimin Li, Xin Zhang, Pengyu Wang, Yaqian Zhou, Xipeng Qiu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection
Yachao Liang, Min Yu, Gang Li, Jianguo Jiang, Boquan Li, Feng Yu, Ning Zhang, Xiang Meng, Weiqing Huang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpeedLoader: An I/O efficient scheme for heterogeneous and distributed LLM operation
Yiqi Zhang, Yang You
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpelsNet: Surface Primitive Elements Segmentation by B-Rep Graph Structure Supervision
Kseniya Cherenkova, Elona Dupont, Anis Kacem, Gleb Gusev, Djamila Aouada
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation
Yu Zheng, Guangming Wang, Jiuming Liu, Marc Pollefeys, Hesheng Wang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spike-based Neuromorphic Model for Sound Source Localization
Dehao Zhang, Shuai Wang, Ammar Belatreche, Wenjie Wei, Yichen Xiao, Haorui Zheng, Zijian Zhou, Malu Zhang, Yang Yang
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
Sangwoo Hwang, Seunghyun Lee, Dahoon Park, Donghun Lee, Jaeha Kung
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spiking Graph Neural Network on Riemannian Manifolds
Li Sun, Zhenhao Huang, Qiqi Wan, Hao Peng, Philip S. Yu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spiking Neural Network as Adaptive Event Stream Slicer
Jiahang Cao, Mingyuan Sun, Ziqing Wang, Hao Cheng, Qiang Zhang, Shibo Zhou, Renjing Xu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks
Shikuang Deng, Yuhang Wu, Kangrui Du, Shi Gu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Spiking Transformer with Experts Mixture
Zhaokun Zhou, Yijie Lu, Yanhao Jia, Kaiwei Che, Jun Niu, Liwei Huang, Xinyu Shi, Yuesheng Zhu, Guoqi Li, Zhaofei Yu, Li Yuan
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Splatter a Video: Video Gaussian Representation for Versatile Processing
Yang-Tian Sun, Yi-Hua Huang, Lin Ma, Xiaoyang Lyu, Yan-Pei Cao, Xiaojuan Qi
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
SplitNeRF: Split Sum Approximation Neural Field for Joint Geometry, Illumination, and Material Estimation
Jesus Zarzar, Bernard Ghanem
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics
Weitong Zhang, Chengqi Zang, Liu Li, Sarah Cechnicka, Cheng Ouyang, Bernhard Kainz
Machine Learning
日本大学: 東京大学
2024 · NeurIPS
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
Kaibo Zhang, Yunjuan Wang, Raman Arora
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
Xiaoge Deng, Tao Sun, Shengwei Li, Dongsheng Li, Xicheng Lu
Machine Learning
日本大学: 関与なし（対象大学）
2024 · NeurIPS
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
Yongxin Zhu, Bocheng Li, Hang Zhang, Xin Li, Linli Xu, Lidong Bing
Machine Learning
日本大学: 関与なし（対象大学）