Papers
11,955 papers found
SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization
Hanseul Cho, Chulhee Yun
Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
Zebang Shen, Jiayuan Ye, Anmin Kang et al.
Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process
Shi Fu, Yunwen Lei, Qiong Cao et al.
Short-Term Memory Convolutions
Grzegorz Stefański, Krzysztof Arendt, Paweł Daniluk et al.
Sign and Basis Invariant Networks for Spectral Graph Representation Learning
Derek Lim, Joshua David Robinson, Lingxiao Zhao et al.
SimPer: Simple Self-Supervised Learning of Periodic Targets
Yuzhe Yang, Xin Liu, Jiang Wu et al.
SIMPLE: A Gradient Estimator for k-Subset Sampling
Kareem Ahmed, Zhe Zeng, Mathias Niepert et al.
Simple and Scalable Nearest Neighbor Machine Translation
Yuhan Dai, Zhirui Zhang, Qiuzhi Liu et al.
Simple Emergent Action Representations from Multi-Task Policy Training
Pu Hua, Yubei Chen, Huazhe Xu
Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth
Filipe de Avila Belbute-Peres, J Zico Kolter
simpleKT: A Simple But Tough-to-Beat Baseline for Knowledge Tracing
Zitao Liu, Qiongqiong Liu, Jiahao Chen et al.
SIMPLE: Specialized Model-Sample Matching for Domain Generalization
Ziyue Li, Kan Ren, XINYANG JIANG et al.
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification
Samuel Lavoie, Christos Tsirigotis, Max Schwarzer et al.
Simplicial Hopfield networks
Thomas F Burns, Tomoki Fukai
Simplified State Space Layers for Sequence Modeling
Jimmy T.H. Smith, Andrew Warrington, Scott Linderman
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
Raj Ghugare, Homanga Bharadhwaj, Benjamin Eysenbach et al.
Single-shot General Hyper-parameter Optimization for Federated Learning
Yi Zhou, Parikshit Ram, Theodoros Salonidis et al.
SketchKnitter: Vectorized Sketch Generation with Diffusion Models
Qiang Wang, Haoge Deng, Yonggang Qi et al.
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
Vasilis Kontonis, Fotis Iliopoulos, Khoa Trinh et al.
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
Ziyi Wu, Nikita Dvornik, Klaus Greff et al.
SLTUNET: A Simple Unified Model for Sign Language Translation
Biao Zhang, Mathias Müller, Rico Sennrich
SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing
Sheng Li, Geng Yuan, Yue Dai et al.
SMART: Self-supervised Multi-task pretrAining with contRol Transformers
Yanchao Sun, Shuang Ma, Ratnesh Madaan et al.
SMART: Sentences as Basic Units for Text Evaluation
Reinald Kim Amplayo, Peter J Liu, Yao Zhao et al.
S-NeRF: Neural Radiance Fields for Street Views
Ziyang Xie, Junge Zhang, Wenye Li et al.