Title
You Only Segment Once: Towards Real-Time Panoptic Segmentation Jie Hu Linyan Huang Tianhe Ren Shengchuan Zhang Rongrong Ji Liujuan Cao SSeg 46 55 0 26 Mar 2023
Selective Structured State-Spaces for Long-Form Video Understanding Jue Wang Wenjie Zhu Pichao Wang Xiang Yu Linda Liu Mohamed Omar Raffay Hamid 41 95 0 25 Mar 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 28 45 0 25 Mar 2023
Towards Accurate Post-Training Quantization for Vision Transformer Yifu Ding Haotong Qin Qing-Yu Yan Z. Chai Junjie Liu Xiaolin K. Wei Xianglong Liu MQ 54 69 0 25 Mar 2023
Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers Cong Wei Brendan Duke R. Jiang P. Aarabi Graham W. Taylor Florian Shkurti ViT 46 14 0 24 Mar 2023
Top-Down Visual Attention from Analysis by Synthesis Baifeng Shi Trevor Darrell Xin Eric Wang 25 29 0 23 Mar 2023
OcTr: Octree-based Transformer for 3D Object Detection Chao Zhou Yanan Zhang Jiaxin Chen Di Huang 3DPC ViT 27 42 0 22 Mar 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 46 47 0 21 Mar 2023
Convolutions, Transformers, and their Ensembles for the Segmentation of Organs at Risk in Radiation Treatment of Cervical Cancer Vangelis Kostoulas Peter A. N. Bosman Tanja Alderliesten UQCV 28 1 0 20 Mar 2023
Effectively Modeling Time Series with Simple Discrete State Spaces Michael Zhang Khaled Kamal Saab Michael Poli Tri Dao Karan Goel Christopher Ré AI4TS 30 45 0 16 Mar 2023
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism Yuguang Yang Yu Pan Jingjing Yin Jiangyu Han Lei Ma Heng Lu 31 8 0 15 Mar 2023
Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic Health Records Eunbyeol Cho Min Jae Lee Kyunghoon Hur Jiyoun Kim Jinsung Yoon Edward Choi 19 0 0 15 Mar 2023
Exphormer: Sparse Transformers for Graphs Hamed Shirzad A. Velingker B. Venkatachalam Danica J. Sutherland A. Sinop 11 99 0 10 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 35 173 0 01 Mar 2023
Single-Cell Multimodal Prediction via Transformers Wenzhuo Tang Haifang Wen Renming Liu Jiayuan Ding Wei Jin Yuying Xie Hui Liu Jiliang Tang AI4CE 24 11 0 01 Mar 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 26 54 0 28 Feb 2023
GNOT: A General Neural Operator Transformer for Operator Learning Zhongkai Hao Zhengyi Wang Hang Su Chengyang Ying Yinpeng Dong Songming Liu Ze Cheng Jian Song Jun Zhu AI4CE 19 165 0 28 Feb 2023
SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks Rui-Jie Zhu Qihang Zhao Guoqi Li Jason Eshraghian BDL VLM 31 84 0 27 Feb 2023
Vision-Language Generative Model for View-Specific Chest X-ray Generation HyunGyung Lee Dayun Lee Wonjae Kim Jin-Hwa Kim Tackeun Kim Jihang Kim Leonard Sunwoo Edward Choi LM&MA MedIm 24 7 0 23 Feb 2023
AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring Hao Wang Zhiyu Wang Yunlong Niu Zhaoran Liu Haozhe Li Yilin Liao Yuxin Huang Xinggao Liu 28 0 0 21 Feb 2023
Neural Attention Memory Hyoungwook Nam S. Seo HAI 27 0 0 18 Feb 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 28 6 0 16 Feb 2023
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies Hongyu Hè Marko Kabić 30 2 0 13 Feb 2023
DNArch: Learning Convolutional Neural Architectures by Backpropagation David W. Romero Neil Zeghidour AI4CE 27 4 0 10 Feb 2023
In-Context Learning with Many Demonstration Examples Mukai Li Shansan Gong Jiangtao Feng Yiheng Xu Jinchao Zhang Zhiyong Wu Lingpeng Kong 40 31 0 09 Feb 2023
Generating a Structured Summary of Numerous Academic Papers: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen 51 16 0 09 Feb 2023
Efficient Attention via Control Variates Lin Zheng Jianbo Yuan Chong-Jun Wang Lingpeng Kong 34 18 0 09 Feb 2023
Attending to Graph Transformers Luis Muller Mikhail Galkin Christopher Morris Ladislav Rampášek 52 86 0 08 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 24 21 0 08 Feb 2023
Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data Imputation Haifang Wen Wenzhuo Tang Wei Jin Jiayuan Ding Renming Liu Xinnan Dai Feng Shi Lulu Shang Jiliang Tang Yuying Xie 29 9 0 06 Feb 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation A. Zandieh Insu Han Majid Daliri Amin Karbasi 41 37 0 05 Feb 2023
Towards energy-efficient Deep Learning: An overview of energy-efficient approaches along the Deep Learning Lifecycle Vanessa Mehlin Sigurd Schacht Carsten Lanquillon HAI MedIm 33 19 0 05 Feb 2023
TAP: The Attention Patch for Cross-Modal Knowledge Transfer from Unlabeled Modality Yinsong Wang Shahin Shahrampour 16 0 0 04 Feb 2023
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers K. Choromanski Shanda Li Valerii Likhosherstov Kumar Avinava Dubey Shengjie Luo Di He Yiming Yang Tamás Sarlós Thomas Weingarten Adrian Weller 37 8 0 03 Feb 2023
Mnemosyne: Learning to Train Transformers with Transformers Deepali Jain K. Choromanski Kumar Avinava Dubey Sumeet Singh Vikas Sindhwani Tingnan Zhang Jie Tan OffRL 39 9 0 02 Feb 2023
Efficient Graph Field Integrators Meet Point Clouds K. Choromanski Arijit Sehanobish Han Lin Yunfan Zhao Eli Berger ... Kumar Avinava Dubey Deepali Jain Tamás Sarlós Snigdha Chaturvedi Adrian Weller 20 5 0 02 Feb 2023
Development of deep biological ages aware of morbidity and mortality based on unsupervised and semi-supervised deep learning approaches Seong-Eun Moon J. Yoon Shinyoung Joo Yoo-Jin Kim J. Bae Seokho Yoon Haanju Yoo Young Min Cho 24 1 0 01 Feb 2023
Transformers Meet Directed Graphs Simon Geisler Yujia Li D. Mankowitz A. Cemgil Stephan Günnemann Cosmin Paduraru 27 35 0 31 Jan 2023
Simplex Random Features Isaac Reid K. Choromanski Valerii Likhosherstov Adrian Weller 39 7 0 31 Jan 2023
Inference Time Evidences of Adversarial Attacks for Forensic on Transformers Hugo Lemarchant Liang Li Yiming Qian Yuta Nakashima Hajime Nagahara ViT AAML 43 0 0 31 Jan 2023
Continuous Spatiotemporal Transformers Antonio H. O. Fonseca E. Zappala J. O. Caro David van Dijk 26 7 0 31 Jan 2023
Alternating Updates for Efficient Transformers Cenk Baykal D. Cutler Nishanth Dikkala Nikhil Ghosh Rina Panigrahy Xin Wang MoE 48 5 0 30 Jan 2023
Exploring Attention Map Reuse for Efficient Transformer Neural Networks Kyuhong Shim Jungwook Choi Wonyong Sung ViT 26 3 0 29 Jan 2023
On the Connection Between MPNN and Graph Transformer Chen Cai Truong-Son Hy Rose Yu Yusu Wang 44 52 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 42 2 0 26 Jan 2023
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion Qitian Wu Chenxiao Yang Wen-Long Zhao Yixuan He David Wipf Junchi Yan DiffM 32 83 0 23 Jan 2023
NarrowBERT: Accelerating Masked Language Model Pretraining and Inference Haoxin Li Phillip Keung Daniel Cheng Jungo Kasai Noah A. Smith 25 3 0 11 Jan 2023
Dynamic Grained Encoder for Vision Transformers Lin Song Songyang Zhang Songtao Liu Zeming Li Xuming He Hongbin Sun Jian Sun Nanning Zheng ViT 26 34 0 10 Jan 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 44 91 0 03 Jan 2023
Black-box language model explanation by context length probing Ondřej Cífka Antoine Liutkus MILM LRM 24 6 0 30 Dec 2022