Summary of Tokenization Is More Than Compression, by Craig W. Schmidt et al.
Tokenization Is More Than Compressionby Craig W. Schmidt, Varshini Reddy, Haoran Zhang, Alec Alameddine, Omri…
Summary of Matey: Multiscale Adaptive Foundation Models For Spatiotemporal Physical Systems, by Pei Zhang and M. Paul Laiu and Matthew Norman and Doug Stefanski and John Gounley
MATEY: multiscale adaptive foundation models for spatiotemporal physical systemsby Pei Zhang, M. Paul Laiu, Matthew…
Summary of Next Token Prediction Towards Multimodal Intelligence: a Comprehensive Survey, by Liang Chen et al.
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Surveyby Liang Chen, Zekun Wang, Shuhuai Ren,…
Summary of Enhancing Item Tokenization For Generative Recommendation Through Self-improvement, by Runjin Chen et al.
Enhancing Item Tokenization for Generative Recommendation through Self-Improvementby Runjin Chen, Mingxuan Ju, Ngoc Bui, Dimosthenis…
Summary of When Worse Is Better: Navigating the Compression-generation Tradeoff in Visual Tokenization, by Vivek Ramanujan et al.
When Worse is Better: Navigating the compression-generation tradeoff in visual tokenizationby Vivek Ramanujan, Kushal Tirumala,…
Summary of Socialed: a Python Library For Social Event Detection, by Kun Zhang et al.
SocialED: A Python Library for Social Event Detectionby Kun Zhang, Xiaoyan Yu, Pu Li, Hao…
Summary of Barcodemamba: State Space Models For Biodiversity Analysis, by Tiancheng Gao et al.
BarcodeMamba: State Space Models for Biodiversity Analysisby Tiancheng Gao, Graham W. TaylorFirst submitted to arxiv…
Summary of Softvq-vae: Efficient 1-dimensional Continuous Tokenizer, by Hao Chen et al.
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizerby Hao Chen, Ze Wang, Xiang Li, Ximeng Sun, Fangyi Chen,…
Summary of When Every Token Counts: Optimal Segmentation For Low-resource Language Models, by Bharath Raj S et al.
When Every Token Counts: Optimal Segmentation for Low-Resource Language Modelsby Bharath Raj S, Garvit Suri,…
Summary of Language-guided Image Tokenization For Generation, by Kaiwen Zha et al.
Language-Guided Image Tokenization for Generationby Kaiwen Zha, Lijun Yu, Alireza Fathi, David A. Ross, Cordelia…