Title
Heavy Labels Out! Dataset Distillation with Label Space Lightening Ruonan Yu Songhua Liu Zigeng Chen Jingwen Ye Xinchao Wang DD 24 1 0 15 Aug 2024
GRFormer: Grouped Residual Self-Attention for Lightweight Single Image Super-Resolution Yuzhen Li Zehang Deng Yuxin Cao Lihua Liu 16 1 0 14 Aug 2024
Advanced Vision Transformers and Open-Set Learning for Robust Mosquito Classification: A Novel Approach to Entomological Studies Ahmed Akib Jawad Karim Muhammad Zawad Mahmud Riasat Khan 16 0 0 12 Aug 2024
MetMamba: Regional Weather Forecasting with Spatial-Temporal Mamba Model Haoyu Qin Yungang Chen Qianchuan Jiang Pengchao Sun Xiancai Ye Chao Lin Mamba AI4CE 23 1 0 12 Aug 2024
Multi-scale Contrastive Adaptor Learning for Segmenting Anything in Underperformed Scenes Ke Zhou Zhongwei Qiu Dongmei Fu VLM 27 1 0 12 Aug 2024
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning Xinrong Hu Dewen Zeng Yawen Wu Xueyang Li Yiyu Shi ViT MedIm 31 0 0 12 Aug 2024
Beyond the Eye: A Relational Model for Early Dementia Detection Using Retinal OCTA Images Shouyue Liu Jinkui Hao Yuanyuan Gu Huazhu Fu Xinyu Guo Shuting Zhang Yitian Zhao Hong Song Shuting Zhang Yitian Zhao 14 0 0 09 Aug 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach Alireza Saber Pouria Parhami Alimihammad Siahkarzadeh Amirreza Fateh Amirreza Fateh ViT MedIm 40 9 0 08 Aug 2024
What Happens Without Background? Constructing Foreground-Only Data for Fine-Grained Tasks Yuetian Wang W. Hou Qinmu Peng Xinge You 14 0 0 04 Aug 2024
LAM3D: Leveraging Attention for Monocular 3D Object Detection Diana-Alexandra Sas Leandro Di Bella Yangxintong Lyu F. Oniga Adrian Munteanu 20 0 0 03 Aug 2024
NVC-1B: A Large Neural Video Coding Model Xihua Sheng Chuanbo Tang Li Li Dong Liu Feng Wu 3DV VLM 33 2 0 28 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation Zhijian Liu Zhuoyang Zhang Samir Khaki Shang Yang Haotian Tang Chenfeng Xu Kurt Keutzer Song Han SSeg 29 1 0 26 Jul 2024
VSSD: Vision Mamba with Non-Causal State Space Duality Yuheng Shi Minjing Dong Mingjia Li Chang Xu Mamba 28 3 0 26 Jul 2024
HybridDepth: Robust Depth Fusion for Mobile AR by Leveraging Depth from Focus and Single-Image Priors Ashkan Ganj Hang Su Tian Guo MDE 19 0 0 26 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 14 0 0 25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 21 2 0 24 Jul 2024
Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition Gagan Bhatia El Moatez Billah Nagoudi Fakhraddin Alwajih Muhammad Abdul-Mageed 24 3 0 18 Jul 2024
UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt Xin Li Bingchen Li Yeying Jin Cuiling Lan Hanxin Zhu Yulin Ren Zhibo Chen 39 1 0 18 Jul 2024
GroupMamba: Efficient Group-Based Visual State Space Model Abdelrahman M. Shaker Syed Talal Wasim Salman Khan Juergen Gall Fahad Shahbaz Khan Mamba 51 0 0 18 Jul 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding Ofir Abramovich Niv Nayman Sharon Fogel I. Lavi Ron Litman Shahar Tsiper Royee Tichauer Srikar Appalaraju Shai Mazor R. Manmatha VLM 25 3 0 17 Jul 2024
MapDistill: Boosting Efficient Camera-based HD Map Construction via Camera-LiDAR Fusion Model Distillation Xiaoshuai Hao Ruikai Li Hui Zhang Dingzhe Li Rong Yin Sangil Jung Seungsang Park ByungIn Yoo Haimei Zhao Jing Zhang 33 7 0 16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 27 7 0 16 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 53 4 0 16 Jul 2024
Backdoor Attacks against Image-to-Image Networks Wenbo Jiang Hongwei Li Jiaming He Rui Zhang Guowen Xu Tianwei Zhang Rongxing Lu AAML 33 2 0 15 Jul 2024
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Haoye Dong Aviral Chharia Wenbo Gou Francisco Vicente Carrasco Fernando De la Torre Mamba 40 1 0 12 Jul 2024
Data Adaptive Traceback for Vision-Language Foundation Models in Image Classification Wenshuo Peng Kaipeng Zhang Yue Yang Hao Zhang Yu Qiao VLM 17 2 0 11 Jul 2024
iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency Haruna Yunusa Qin Shiyin Abdulrahman Hamman Adama Chukkol Isah Bello A. Lawan Isah Bello 39 3 0 10 Jul 2024
MambaVision: A Hybrid Mamba-Transformer Vision Backbone Ali Hatamizadeh Jan Kautz Mamba 33 54 0 10 Jul 2024
HDKD: Hybrid Data-Efficient Knowledge Distillation Network for Medical Image Classification Omar S. El-Assiouti Ghada Hamed Dina Khattab H. M. Ebied 27 1 0 10 Jul 2024
CTRL-F: Pairing Convolution with Transformer for Image Classification via Multi-Level Feature Cross-Attention and Representation Learning Fusion Hosam S. El-Assiouti Hadeer El-Saadawy M. Al-Berry M. Tolba ViT 47 0 0 09 Jul 2024
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution Xiang Zhang Yulun Zhang Fisher Yu 27 15 0 08 Jul 2024
AMD: Automatic Multi-step Distillation of Large-scale Vision Models Cheng Han Qifan Wang S. Dianat Majid Rabbani Raghuveer M. Rao Yi Fang Qiang Guan Lifu Huang Dongfang Liu VLM 27 4 0 05 Jul 2024
Semantically Guided Representation Learning For Action Anticipation Anxhelo Diko D. Avola Bardh Prenkaj Federico Fontana Luigi Cinque AI4TS 41 2 0 02 Jul 2024
Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces Zhaohui Chen Elyas Asadi Shamsabadi Sheng Jiang Luming Shen Daniel Dias-da-Costa Mamba 35 3 0 24 Jun 2024
Rethinking Remote Sensing Change Detection With A Mask View Xiaowen Ma Zhenkai Wu Rongrong Lian Wei Zhang Siyang Song 19 3 0 21 Jun 2024
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor Veedant Jain Felipe dos Santos Alves Feitosa Gabriel Kreiman VLM 33 2 0 19 Jun 2024
ChangeViT: Unleashing Plain Vision Transformers for Change Detection Duowang Zhu Xiaohu Huang Haiyan Huang Zhenfeng Shao Q. Cheng 18 7 0 18 Jun 2024
Demonstrating Agile Flight from Pixels without State Estimation Ismail Geles L. Bauersfeld Angel Romero Jiaxu Xing Davide Scaramuzza 32 22 0 18 Jun 2024
Is Your HD Map Constructor Reliable under Sensor Corruptions? Xiaoshuai Hao Mengchuan Wei Yifan Yang Haimei Zhao Hui Zhang Yi Zhou Qiang Wang Weiming Li Lingdong Kong Jing Zhang 3DV 42 8 0 18 Jun 2024
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model Di Wang Meiqi Hu Yao Jin Yuchun Miao Jiaqi Yang ... Lefei Zhang Chen Wu Bo Du Dacheng Tao Liangpei Zhang 59 19 0 17 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers Narges Norouzi Svetlana Orlova Daan de Geus Gijs Dubbelman ViT FedML 36 3 0 14 Jun 2024
LieRE: Generalizing Rotary Position Encodings Sophie Ostmeier Brian Axelrod Michael E. Moseley Akshay S. Chaudhari C. Langlotz 16 1 0 14 Jun 2024
Depth Anything V2 Lihe Yang Bingyi Kang Zilong Huang Zhen Zhao Xiaogang Xu Jiashi Feng Hengshuang Zhao DiffM VLM MDE 59 314 0 13 Jun 2024
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms Miaosen Zhang Yixuan Wei Zhen Xing Yifei Ma Zuxuan Wu ... Zheng-Wei Zhang Qi Dai Chong Luo Xin Geng Baining Guo VLM 33 1 0 13 Jun 2024
Unveiling Incomplete Modality Brain Tumor Segmentation: Leveraging Masked Predicted Auto-Encoder and Divergence Learning Zhongao Sun Jiameng Li Yuhan Wang Jiarong Cheng Qing Zhou Chun Li MedIm 20 0 0 12 Jun 2024
ProTrain: Efficient LLM Training via Memory-Aware Techniques Hanmei Yang Jin Zhou Yao Fu Xiaoqun Wang Ramine Roane Hui Guan Tongping Liu VLM 26 0 0 12 Jun 2024
AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer Yitao Xu Tong Zhang Sabine Süsstrunk ViT 21 0 0 12 Jun 2024
A Robust Pipeline for Classification and Detection of Bleeding Frames in Wireless Capsule Endoscopy using Swin Transformer and RT-DETR Sasidhar Alavala Anil Kumar Vadde Aparnamala Kancheti Subrahmanyam Gorthi ViT MedIm 18 2 0 12 Jun 2024
Towards Fundamentally Scalable Model Selection: Asymptotically Fast Update and Selection Wenxiao Wang Weiming Zhuang Lingjuan Lyu 27 0 0 11 Jun 2024
ReduceFormer: Attention with Tensor Reduction by Summation John Yang Le An Su Inn Park 18 0 0 11 Jun 2024