Title
TASER: Temporal Adaptive Sampling for Fast and Accurate Dynamic Graph Representation Learning Gangda Deng Hongkuan Zhou Hanqing Zeng Yinglong Xia Christopher Leung Jianbo Li Rajgopal Kannan Viktor Prasanna 24 1 0 08 Feb 2024
CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers Adjorn van Engelenhoven Nicola Strisciuglio Estefanía Talavera 23 1 0 06 Feb 2024
MOMENT: A Family of Open Time-series Foundation Models Mononito Goswami Konrad Szafer Arjun Choudhry Yifu Cai Shuo Li Artur Dubrawski AIFin AI4TS 66 109 0 06 Feb 2024
MoD-SLAM: Monocular Dense Mapping for Unbounded 3D Scene Reconstruction Heng Zhou Zhetao Guo Shuhong Liu Lechen Zhang Qihao Wang Yuxiang Ren Mingrui Li MDE 23 13 0 06 Feb 2024
Professional Agents -- Evolving Large Language Models into Autonomous Experts with Human-Level Competencies Zhixuan Chu Yan Wang Feng Zhu Lu Yu Longfei Li Jinjie Gu LLMAG 18 8 0 06 Feb 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 29 27 0 05 Feb 2024
Time-, Memory- and Parameter-Efficient Visual Adaptation Otniel-Bogdan Mercea Alexey Gritsenko Cordelia Schmid Anurag Arnab VLM 35 13 0 05 Feb 2024
Enhancing Transformer RNNs with Multiple Temporal Perspectives Razvan-Gabriel Dumitru Darius Peteleaza Mihai Surdeanu AI4TS 14 2 0 04 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng S. Zafeiriou Yang Hua ViT 15 4 0 04 Feb 2024
NOAH: Learning Pairwise Object Category Attentions for Image Classification Chao Li Aojun Zhou Anbang Yao VLM 30 2 0 04 Feb 2024
Polyp-DAM: Polyp segmentation via depth anything model Zhuoran Zheng Chen Henry Wu Wei Wang Yeying Jin Xiuyi Jia VLM 16 5 0 03 Feb 2024
ParZC: Parametric Zero-Cost Proxies for Efficient NAS Peijie Dong Lujun Li Xinglin Pan Zimian Wei Xiang Liu Qiang-qiang Wang Xiaowen Chu 50 3 0 03 Feb 2024
Todyformer: Towards Holistic Dynamic Graph Transformers with Structure-Aware Tokenization Mahdi Biparva Raika Karimi Faezeh Faez Yingxue Zhang 38 3 0 02 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 25 0 0 02 Feb 2024
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection Qinyu Zhao Ming Xu Kartik Gupta Akshay Asthana Liang Zheng Stephen Gould OODD 15 5 0 01 Feb 2024
A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification Jacob Fein-Ashley S. Wickramasinghe Bingyi Zhang Rajgopal Kannan Viktor Prasanna 10 4 0 01 Feb 2024
A Manifold Representation of the Key in Vision Transformers Li Meng Morten Goodwin Anis Yazidi P. Engelstad 21 0 0 01 Feb 2024
Multilinear Operator Networks Yixin Cheng Grigorios G. Chrysos Markos Georgopoulos V. Cevher 24 7 0 31 Jan 2024
A Medical Data-Effective Learning Benchmark for Highly Efficient Pre-training of Foundation Models Wenxuan Yang Weimin Tan Yuqi Sun Bo Yan 21 1 0 31 Jan 2024
Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Prediction En Fu Yanyan Hu Kaixiang Peng Yuxin Chu 16 4 0 29 Jan 2024
SCTransNet: Spatial-channel Cross Transformer Network for Infrared Small Target Detection Shuai Yuan Hanlin Qin Xiang Yan Naveed Akhtar Ajmal Saeed Mian ViT 39 41 0 28 Jan 2024
A Survey of Deep Learning and Foundation Models for Time Series Forecasting John A. Miller Mohammed Aldosari Farah Saeed Nasid Habib Barna Subas Rana I. Arpinar Ninghao Liu AI4TS AI4CE 35 19 0 25 Jan 2024
Convolutional Initialization for Data-Efficient Vision Transformers Jianqiao Zheng Xueqian Li Simon Lucey 35 2 0 23 Jan 2024
LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution Feiwei Qin Kang Yan Changmiao Wang Ruiquan Ge Yong Peng Kai Zhang ViT 24 9 0 22 Jan 2024
ASM: Audio Spectrogram Mixer Qingfeng Ji Jicun Zhang Yuxin Wang 22 1 0 20 Jan 2024
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units Zeyu Liu Gourav Datta Anni Li P. Beerel 27 8 0 20 Jan 2024
MixNet: Towards Effective and Efficient UHD Low-Light Image Enhancement Chen Henry Wu Zhuoran Zheng Xiuyi Jia Wenqi Ren 25 2 0 19 Jan 2024
Reconstructing the Invisible: Video Frame Restoration through Siamese Masked Conditional Variational Autoencoder Yongchen Zhou Richard Jiang 19 0 0 18 Jan 2024
PatchAD: A Lightweight Patch-based MLP-Mixer for Time Series Anomaly Detection Zhijie Zhong Zhiwen Yu Yiyuan Yang Weizheng Wang Kaixiang Yang 30 6 0 18 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 44 707 0 17 Jan 2024
AgentMixer: Multi-Agent Correlated Policy Factorization Zhiyuan Li Wenshuai Zhao Lijun Wu J. Pajarinen OffRL 40 1 0 16 Jan 2024
Decoupled Prototype Learning for Reliable Test-Time Adaptation Guowei Wang Changxing Ding Wentao Tan Mingkui Tan VLM 24 2 0 15 Jan 2024
Knowledge Translation: A New Pathway for Model Compression Wujie Sun Defang Chen Jiawei Chen Yan Feng Chun-Yen Chen Can Wang 23 0 0 11 Jan 2024
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations Na Wang Lei Qi Jintao Guo Yinghuan Shi Yang Gao OOD 27 4 0 11 Jan 2024
PhilEO Bench: Evaluating Geo-Spatial Foundation Models Casper Fibaek Luke Camilleri Andreas Luyts Nikolaos Dionelis B. L. Saux 30 16 0 09 Jan 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series Vijay Ekambaram Arindam Jati Pankaj Dayama Sumanta Mukherjee Nam H. Nguyen Wesley M. Gifford Chandra Reddy Jayant Kalagnanam AI4TS VLM 30 16 0 08 Jan 2024
Locally Adaptive Neural 3D Morphable Models Michail Tarasiou Rolandos Alexandros Potamias Eimear O' Sullivan Stylianos Ploumpis S. Zafeiriou 15 3 0 05 Jan 2024
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting Xiang Ma Xue-mei Li Lexin Fang Tianlong Zhao Caiming Zhang AI4TS 11 13 0 04 Jan 2024
Boundary Attention: Learning to Localize Boundaries under High Noise Mia Gaia Polansky Charles Herrmann Junhwa Hur Deqing Sun Dor Verbin Todd E. Zickler 8 0 0 01 Jan 2024
GLIMPSE: Generalized Local Imaging with MLPs AmirEhsan Khorashadizadeh Valentin Debarnot Tianlin Liu Ivan Dokmanić 28 1 0 01 Jan 2024
Image Super-resolution Reconstruction Network based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features Yuming Huang Yingpin Chen Changhui Wu Hanrong Xie Binhui Song Hui Wang SupR ViT 32 0 0 30 Dec 2023
Fully Sparse 3D Occupancy Prediction Haisong Liu Yang Chen Haiguang Wang Zetong Yang Tianyu Li Jia Zeng Li Chen Hongyang Li Limin Wang 35 13 0 28 Dec 2023
PanGu- $π$ : Enhancing Language Model Architectures via Nonlinearity Compensation Yunhe Wang Hanting Chen Yehui Tang Tianyu Guo Kai Han ... Qinghua Xu Qun Liu Jun Yao Chao Xu Dacheng Tao 65 15 0 27 Dec 2023
Learning to Embed Time Series Patches Independently Seunghan Lee Taeyoung Park Kibok Lee SSL AI4TS 20 27 0 27 Dec 2023
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 65 76 0 23 Dec 2023
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology S. Kapse Pushpak Pati Srijan Das Jingwei Zhang Chao Chen Maria Vakalopoulou Joel H. Saltz Dimitris Samaras Rajarsi R. Gupta Prateek Prasanna 23 10 0 22 Dec 2023
Data-Efficient Multimodal Fusion on a Single GPU Noël Vouitsis Zhaoyan Liu S. Gorti Valentin Villecroze Jesse C. Cresswell Guangwei Yu G. Loaiza-Ganem M. Volkovs 43 3 0 15 Dec 2023
Factorization Vision Transformer: Modeling Long Range Dependency with Local Window Cost Haolin Qin Daquan Zhou Tingfa Xu Ziyang Bian Jianan Li 27 9 0 14 Dec 2023
Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains Yang Zhang Huilin Pan Mingying Li An-Chi Wang Yang Zhou Hongliang Ren 23 1 0 10 Dec 2023
SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting Chao Chen Tian Zhou Yanjun Zhao Hui Liu Liang Sun Rong Jin 37 0 0 06 Dec 2023