Papers
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
Lijun Yu, Yong Cheng, Zhiruo Wang et al.
Sparse Deep Learning for Time Series Data: Theory and Applications
Mingxuan Zhang, Yan Sun, Faming Liang
Sparse Modular Activation for Efficient Sequence Modeling
Liliang Ren, Yang Liu, Shuohang Wang et al.
Sparse Parameterization for Epitomic Dataset Distillation
Xing Wei, Anjia Cao, Funing Yang et al.
Sparsity-Preserving Differentially Private Training of Large Embedding Models
Badih Ghazi, Yangsibo Huang, Pritish Kamath et al.
Spatial-frequency channels, shape bias, and adversarial robustness
Ajay Subramanian, Elena Sizikova, Najib Majaj et al.
Spatially Resolved Gene Expression Prediction from Histology Images via Bi-modal Contrastive Learning
Ronald Xie, Kuan Pang, Sai Chung et al.
SpatialRank: Urban Event Ranking with NDCG Optimization on Spatiotemporal Data
BANG AN, Xun Zhou, YONGJIAN ZHONG et al.
Spatio-Angular Convolutions for Super-resolution in Diffusion MRI
Matthew Lyon, Paul Armitage, Mauricio A Álvarez
Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition
Wei He, Kai Han, Ying Nie et al.
Spectral Co-Distillation for Personalized Federated Learning
Zihan Chen, Howard Hua Yang, Tony Quek et al.
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
Stefan Stojanovic, Yassir Jedra, Alexandre Proutiere
Spectral Evolution and Invariance in Linear-width Neural Networks
Zhichao Wang, Andrew Engel, Anand D Sarwate et al.
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts
Zeyang Zhang, Xin Wang, Ziwei Zhang et al.
SpecTr: Fast Speculative Decoding via Optimal Transport
Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro et al.
Speculative Decoding with Big Little Decoder
Sehoon Kim, Karttikeya Mangalam, Suhong Moon et al.
Spike-driven Transformer
Man Yao, JiaKui Hu, Zhaokun Zhou et al.
Spiking PointNet: Spiking Neural Networks for Point Clouds
Dayong Ren, Zhe Ma, Yuanpei Chen et al.
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
Shuzheng Si, Wentao Ma, Haoyu Gao et al.
Spontaneous symmetry breaking in generative diffusion models
Gabriel Raya, Luca Ambrogioni
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning
Dohyeok Lee, Seungyub Han, Taehyun Cho et al.
SPRING: Studying Papers and Reasoning to play Games
Yue Wu, So Yeon Min, Shrimai Prabhumoye et al.
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
Cian Eastwood, Shashank Singh, Andrei L Nicolicioiu et al.
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases
Mazda Moayeri, Wenxiao Wang, Sahil Singla et al.