Methods › Computer Vision › Image Segmentation Models › SAM › Papers, page 5
Segment Anything Model
SAM
Papers archive 2025-07-28
archive papers tagged: 905 · with a code link: 454 · where Syntology ran a sample: 146 (132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (146 of 905 tagged: 132 with a run with no instrument failure, 14 where every run was a failure of Syntology's instrument)
Page 5 of 10: papers 401 to 500 of 905, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation 31 Jul 2024 · 0 repositories · arXiv:2408.00181
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Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 31 Jul 2024 · 0 repositories · arXiv:2407.21596
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Robust Box Prompt based SAM for Medical Image Segmentation 31 Jul 2024 · 0 repositories · arXiv:2407.21284
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Segment Anything for Videos: A Systematic Survey 31 Jul 2024 · 2 repositories · arXiv:2408.08315
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Segmentation by registration-enabled SAM prompt engineering using five reference images 25 Jul 2024 · 1 repository · arXiv:2407.17933
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Integrating Meshes and 3D Gaussians for Indoor Scene Reconstruction with SAM Mask Guidance 23 Jul 2024 · 0 repositories · arXiv:2407.16173
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SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation 23 Jul 2024 · 0 repositories · arXiv:2407.16682
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SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection 22 Jul 2024 · 0 repositories · arXiv:2407.15728
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MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM 21 Jul 2024 · 0 repositories · arXiv:2407.15042
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ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation 19 Jul 2024 · 1 repository · arXiv:2407.14153
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Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection 19 Jul 2024 · 0 repositories · arXiv:2407.14121
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General Vision Encoder Features as Guidance in Medical Image Registration 18 Jul 2024 · 0 repositories · arXiv:2407.13311
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MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis 18 Jul 2024 · 1 repository · arXiv:2407.13675
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SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching 18 Jul 2024 · 0 repositories · arXiv:2407.13553
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Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection 17 Jul 2024 · 1 repository · arXiv:2407.12339
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FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification 17 Jul 2024 · 1 repository · arXiv:2407.12658
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Improving SAM Requires Rethinking its Optimization Formulation 17 Jul 2024 · 1 repository · arXiv:2407.12993Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes 16 Jul 2024 · 1 repository · arXiv:2407.11464
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Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations 16 Jul 2024 · 1 repository · arXiv:2407.11381
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Lite-SAM Is Actually What You Need for Segment Everything 12 Jul 2024 · 0 repositories · arXiv:2407.08965
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WSESeg: Introducing a Dataset for the Segmentation of Winter Sports Equipment with a Baseline for Interactive Segmentation 12 Jul 2024 · 1 repository · arXiv:2407.09288
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IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection 10 Jul 2024 · 1 repository · arXiv:2407.07520
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CycleSAM: One-Shot Surgical Scene Segmentation using Cycle-Consistent Feature Matching to Prompt SAM 9 Jul 2024 · 0 repositories · arXiv:2407.06795
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ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models 9 Jul 2024 · 1 repository · arXiv:2407.07042
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Affordances-Oriented Planning using Foundation Models for Continuous Vision-Language Navigation 8 Jul 2024 · 0 repositories · arXiv:2407.05890
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MBA-Net: SAM-driven Bidirectional Aggregation Network for Ovarian Tumor Segmentation 8 Jul 2024 · 0 repositories · arXiv:2407.05984
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Unsupervised Fault Detection using SAM with a Moving Window Approach 8 Jul 2024 · 0 repositories · arXiv:2407.06303
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Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model 7 Jul 2024 · 1 repository · arXiv:2407.05352
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Multimodal Classification via Modal-Aware Interactive Enhancement 5 Jul 2024 · 0 repositories · arXiv:2407.04587
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SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images 5 Jul 2024 · 0 repositories · arXiv:2407.04651
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Judging from Support-set: A New Way to Utilize Few-Shot Segmentation for Segmentation Refinement Process 5 Jul 2024 · 0 repositories · arXiv:2407.04519
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CS3: Cascade SAM for Sperm Segmentation 4 Jul 2024 · 1 repository · arXiv:2407.03772
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PanSAM: Zero-Shot, Prompt-Free Pancreas Segmentation in CT Imaging 3 Jul 2024 · 1 repository
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Fast and Efficient: Mask Neural Fields for 3D Scene Segmentation 1 Jul 2024 · 1 repository · arXiv:2407.01220
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Investigating the Segment Anything Foundation Model for Mapping Smallholder Agriculture Field Boundaries Without Training Labels 1 Jul 2024 · 0 repositories · arXiv:2407.01846
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ASPS: Augmented Segment Anything Model for Polyp Segmentation 30 Jun 2024 · 1 repository · arXiv:2407.00718
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EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model 28 Jun 2024 · 1 repository · arXiv:2406.20076Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
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Segment Anything without Supervision 28 Jun 2024 · 1 repository · arXiv:2406.20081Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO 27 Jun 2024 · 0 repositories · arXiv:2406.19057
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SAM: Semi-Active Mechanism for Extensible Continuum Manipulator and Real-time Hysteresis Compensation Control Algorithm 26 Jun 2024 · 0 repositories · arXiv:2406.18388
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Point-SAM: Promptable 3D Segmentation Model for Point Clouds 25 Jun 2024 · 1 repository · arXiv:2406.17741Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization 24 Jun 2024 · 1 repository · arXiv:2406.16531
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TP-DRSeg: Improving Diabetic Retinopathy Lesion Segmentation with Explicit Text-Prompts Assisted SAM 22 Jun 2024 · 0 repositories · arXiv:2406.15764
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DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection 21 Jun 2024 · 1 repository · arXiv:2406.14924Syntology official (archive's flag): 5 ran · 5 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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2nd Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation 20 Jun 2024 · 0 repositories · arXiv:2406.13939
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Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimization 20 Jun 2024 · 1 repository · arXiv:2406.14329
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SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis 20 Jun 2024 · 1 repository · arXiv:2406.13963
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Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models 19 Jun 2024 · 1 repository · arXiv:2406.13137Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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SALI: Short-term Alignment and Long-term Interaction Network for Colonoscopy Video Polyp Segmentation 19 Jun 2024 · 1 repository · arXiv:2406.13532
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An Empirical Study on the Fairness of Foundation Models for Multi-Organ Image Segmentation 18 Jun 2024 · 0 repositories · arXiv:2406.12646
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ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model 16 Jun 2024 · 1 repository · arXiv:2406.10855
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Boosting Medical Image Classification with Segmentation Foundation Model 16 Jun 2024 · 0 repositories · arXiv:2406.11026
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Open-Vocabulary Semantic Segmentation with Image Embedding Balancing 14 Jun 2024 · 1 repository · arXiv:2406.09829Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples)
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4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities 13 Jun 2024 · 1 repository · arXiv:2406.09406
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RobustSAM: Segment Anything Robustly on Degraded Images 13 Jun 2024 · 1 repository · arXiv:2406.09627Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 2 pointer-only (licence)
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APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation 12 Jun 2024 · 0 repositories · arXiv:2406.08372
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Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization 12 Jun 2024 · 0 repositories · arXiv:2406.08001
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Agnostic Sharpness-Aware Minimization 11 Jun 2024 · 0 repositories · arXiv:2406.07107
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Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset 10 Jun 2024 · 1 repository · arXiv:2406.06039
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Extending Segment Anything Model into Auditory and Temporal Dimensions for Audio-Visual Segmentation 10 Jun 2024 · 1 repository · arXiv:2406.06163
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Forget Sharpness: Perturbed Forgetting of Model Biases Within SAM Dynamics 10 Jun 2024 · 1 repository · arXiv:2406.06700Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024 10 Jun 2024 · 0 repositories · arXiv:2406.05963
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SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal Attention 9 Jun 2024 · 1 repository · arXiv:2406.05802
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Training-Free Robust Interactive Video Object Segmentation 8 Jun 2024 · 0 repositories · arXiv:2406.05485
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Matching Anything by Segmenting Anything 6 Jun 2024 · 1 repository · arXiv:2406.04221
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Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation 4 Jun 2024 · 1 repository · arXiv:2406.02548Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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OpenGaussian: Towards Point-Level 3D Gaussian-based Open Vocabulary Understanding 4 Jun 2024 · 0 repositories · arXiv:2406.02058
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Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation 3 Jun 2024 · 0 repositories · arXiv:2406.00956
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SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction 2 Jun 2024 · 1 repository · arXiv:2406.00663
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AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning 1 Jun 2024 · 2 repositories · arXiv:2406.00480
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Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning 30 May 2024 · 0 repositories · arXiv:2405.20439
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Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts 29 May 2024 · 1 repository · arXiv:2405.18861Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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FocSAM: Delving Deeply into Focused Objects in Segmenting Anything 29 May 2024 · 1 repository · arXiv:2405.18706
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Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization 29 May 2024 · 1 repository · arXiv:2405.18890
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PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation 27 May 2024 · 1 repository · arXiv:2405.16740
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SA-GS: Semantic-Aware Gaussian Splatting for Large Scene Reconstruction with Geometry Constrain 27 May 2024 · 0 repositories · arXiv:2405.16923
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PLUG: Revisiting Amodal Segmentation with Foundation Model and Hierarchical Focus 25 May 2024 · 0 repositories · arXiv:2405.16094
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UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation 25 May 2024 · 1 repository · arXiv:2405.17496
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Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding 24 May 2024 · 0 repositories · arXiv:2405.15580
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Multi-view Remote Sensing Image Segmentation With SAM priors 23 May 2024 · 0 repositories · arXiv:2405.14171
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Tuning-free Universally-Supervised Semantic Segmentation 23 May 2024 · 0 repositories · arXiv:2405.14294
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WorldAfford: Affordance Grounding based on Natural Language Instructions 21 May 2024 · 0 repositories · arXiv:2405.12461
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NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation 19 May 2024 · 0 repositories · arXiv:2405.11476
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Track Anything Rapter(TAR) 19 May 2024 · 1 repository · arXiv:2405.11655
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Sharpness-Aware Minimization in Genetic Programming 16 May 2024 · 0 repositories · arXiv:2405.10267
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MGSER-SAM: Memory-Guided Soft Experience Replay with Sharpness-Aware Optimization for Enhanced Continual Learning 15 May 2024 · 0 repositories · arXiv:2405.09492
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Zero Shot Context-Based Object Segmentation using SLIP (SAM+CLIP) 12 May 2024 · 1 repository · arXiv:2405.07284
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Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach 10 May 2024 · 0 repositories · arXiv:2405.06586
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SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model 10 May 2024 · 0 repositories · arXiv:2405.06786
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The Codecfake Dataset and Countermeasures for the Universally Detection of Deepfake Audio 8 May 2024 · 1 repository · arXiv:2405.04880
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PTQ4SAM: Post-Training Quantization for Segment Anything 6 May 2024 · 1 repository · arXiv:2405.03144Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Why is SAM Robust to Label Noise? 6 May 2024 · 0 repositories · arXiv:2405.03676
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UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model 4 May 2024 · 1 repository · arXiv:2405.02608
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M²Depth: Self-supervised Two-Frame Multi-camera Metric Depth Estimation 3 May 2024 · 0 repositories · arXiv:2405.02004
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ASAM: Boosting Segment Anything Model with Adversarial Tuning 1 May 2024 · 1 repository · arXiv:2405.00256
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Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis 1 May 2024 · 0 repositories · arXiv:2405.00876
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Integrating A.I. in Higher Education: Protocol for a Pilot Study with 'SAMCares: An Adaptive Learning Hub' 1 May 2024 · 1 repository · arXiv:2405.00330
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MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model 1 May 2024 · 0 repositories · arXiv:2405.00293
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Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization 27 Apr 2024 · 0 repositories · arXiv:2404.17768
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MAS-SAM: Segment Any Marine Animal with Aggregated Features 24 Apr 2024 · 1 repository · arXiv:2404.15700Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (of 20 harvested samples) · 20 pointer-only (licence)