Key papers

• SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation (2024)
  Xinyu Xiong et al.
  16.76
• Template Matching With Deformable Diversity Similarity (2016)
  Itamar Talmi, Roey Mechrez, Lihi Zelnik-Manor
  14.90
• Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots (2026)
  Ling Xu et al.
  12.99
• Swapped Face Detection Using Deep Learning And Subjective Assessment (2019)
  Xinyi Ding, Zohreh Raziei, Eric C. Larson, et al.
  12.93
• Vision as Unified Multimodal Generation (2026)
  Xiaoyang Han et al.
  12.31
• ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine (2026)
  Yukang Cao et al.
  12.21
• Empirically Analyzing The Effect Of Dataset Biases On Deep Face Recognition Systems (2017)
  Adam Kortylewski, Bernhard Egger, Andreas Schneider, et al.
  12.10
• Orchestra-o1: Omnimodal Agent Orchestration (2026)
  Fan Zhang et al.
  12.09
• LifeCLEF Plant Identification Task 2015 (2025)
  Herve Goeau et al.
  11.45
• Vision Pretraining for Dense Spatial Perception (2026)
  Zelin Fu et al.
  11.15
• Person Recognition In Personal Photo Collections (2017)
  Seong Joon Oh, Rodrigo Benenson, Mario Fritz, et al.
  10.97
• Plant identification in an open-world (LifeCLEF 2016) (2025)
  Herve Goeau et al.
  10.58
• Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval (2026)
  Suhyeong Park et al.
  10.42
• OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels (2025)
  Meng Lou et al.
  10.19
• A Decade of You Only Look Once (YOLO) for Object Detection: A Review (2025)
  Leo Thomas Ramos and Angel D. Sappa
  9.49
• Feataug-detr: Enriching One-to-many Matching For Detrs With Feature Augmentation (2023)
  Rongyao Fang, Peng Gao, Aojun Zhou, et al.
  9.03
• Deform360: A Massive Multi-view Visuotactile Dataset for Deformable World Models (2026)
  Hongyu Li et al.
  8.80
• Overview of LifeCLEF Plant Identification task 2019: diving into data deficient tropical countries (2025)
  Herve Goeau et al.
  8.71
• From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision (2024)
  Eashan Adhikarla et al.
  8.59
• Deep learning based infrared small object segmentation: Challenges and future directions (2025)
  Zhengeng Yang et al.
  8.32
• Context in object detection: a systematic literature review (2025)
  Mahtab Jamali et al.
  8.17
• Improved Object Pose Estimation Via Deep Pre-touch Sensing (2022)
  Patrick Lancaster, Boling Yang, Joshua R. Smith
  8.09
• Videorefer Suite: Advancing Spatial-temporal Object Understanding With Video LLM (2024)
  Yuqian Yuan, Hang Zhang, Wentong Li, et al.
  8.09
• AI-Generated Video Detection via Perceptual Straightening (2025)
  Christian Intern\`o et al.
  8.06
• SUFLECA: Scaling Up Feature Learning for CAD-to-image Alignment (2026)
  Saad Ejaz et al.
  7.92
• Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector (2025)
  Xiao Guo et al.
  7.84
• Classifier-agnostic Saliency Map Extraction (2018)
  Konrad Zolna, Krzysztof J. Geras, Kyunghyun Cho
  7.81
• Automated Detection Of Pediatric Congenital Heart Disease From Phonocardiograms Using Deep And Handcrafted Feature Fusion (2026)
  Abdul Jabbar, Ethan Grooby, Yang Yi Poh, et al.
  7.73
• Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv10 (2025)
  Ranjan Sapkota et al.
  7.58
• Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature (2026)
  Subham Ghosh et al.
  7.58
• Video Monitoring Queries (2020)
  Nick Koudas, Raymond Li, Ioannis Xarchakos
  7.16
• TrajLoc: Trajectory-Attention Localization for Multi-Object Motion Control (2026)
  Omer Sela et al.
  6.93
• Base Layer Efficiency In Scalable Human-machine Coding (2023)
  Yalda Foroutan, Alon Harell, Anderson de Andrade, et al.
  6.77
• Human-in-the-Loop Signature Bootstrapping for UAV Hyperspectral PFM-1 Mine Detection (2026)
  Sagar Lekhak et al.
  6.69
• Explicit Layer Modeling for Video Object Insertion and Layer Decomposition (2026)
  Kyujin Han et al.
  6.69
• TerraDiT-$\Omega$: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive (2026)
  Brian Wei et al.
  6.64
• Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models (2026)
  Glenn Jocher et al.
  6.53
• One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding (2026)
  Chen Liu et al.
  6.37
• Vilt: Vision-and-language Transformer Without Convolution Or Region Supervision (2021)
  Wonjae Kim, Bokyung Son, Ildoo Kim
  6.37
• YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges (2025)
  Manikanta Kotthapalli et al.
  6.12
• CoreNet: Conflict Resolution Network for Point-Pixel Misalignment and Sub-Task Suppression of 3D LiDAR-Camera Object Detection (2025)
  Yiheng Li et al.
  6.01
• Aligning First, Then Fusing: A Novel Weakly Supervised Multimodal Violence Detection Method (2025)
  Wenping Jin and Li Zhu and Jing Sun
  6.01
• Nexar Dashcam Collision Prediction Dataset and Challenge (2025)
  Daniel C. Moura et al.
  5.84
• LIST3R: Long-sequence Instance-aware 3D Reconstruction (2026)
  Jing Gao et al.
  5.84
• Meta Learning-Driven Iterative Refinement for Robust Anomaly Detection in Industrial Inspection (2025)
  Muhammad Aqeel et al.
  5.54
• CFNet: Optimizing Remote Sensing Change Detection through Content-Aware Enhancement (2025)
  Fan Wu et al.
  5.54
• MVDGC: Joint 3D and 2D Multi-view Pedestrian Detection via Dual Geometric Constraints (2026)
  Thinh Phan et al.
  5.44
• Personalized Object Identification and Localization via In-Context Inference with Vision-Language Models (2026)
  Kensuke Nakamura et al.
  5.44
• GKDT: General Keypoint Detection Transformer (2026)
  Changsheng Lu et al.
  5.44
• Soft Mixture-of-Recursions: Going Deeper with Recursive Vision Transformers (2026)
  Sang In Lee et al.
  5.44
• DeWorldSG: Depth-Aware 3D Semantic Scene Graph Generation via World-Model Priors (2026)
  Seok-Young Kim et al.
  5.44
• DL-SLAM: Enabling High-Fidelity Gaussian Splatting SLAM in Dynamic Environments based on Dual-Level Probability (2026)
  Ziheng Xu et al.
  5.44
• Whareformer: Learning to Track What is Where in Long Egocentric Videos (2026)
  Jacob Chalk et al.
  5.44
• Evolution of Accuracy and Visual-Cognitive Errors in a Decade of Vision-Language AI Models (2026)
  Shravan Murlidaran et al.
  5.44
• Open-Vocabulary Gaze Object Prediction: Benchmark and Method (2026)
  Binglu Wang et al.
  5.44
• GaussLite: Online Task-Conditioned 3D Gaussian Splatting for Real-Time Robotic Mapping (2026)
  Annika Thomas et al.
  5.38
• YOLO26: A Comprehensive Architecture Overview and Key Improvements (2026)
  Priyanto Hidayatullah and Refdinal Tubagus
  5.25
• Algorithm-hardware Co-design For Deformable Convolution (2020)
  Qijing Huang, Dequan Wang, Yizhao Gao, et al.
  5.24
• Efficient Object Rearrangement Via Multi-view Fusion (2023)
  Dehao Huang, Chao Tang, Hong Zhang
  5.24
• OpenGS-SLAM: Open-Set Dense Semantic SLAM with 3D Gaussian Splatting for Object-Level Scene Understanding (2025)
  Dianyi Yang et al.
  5.18