Methods › General › Loss Functions › Focal Loss › Papers where code ran, page 1

Focal Loss

Papers archive 2025-07-28

archive papers tagged: 461 · with a code link: 236 · where Syntology ran a sample: 52 (42 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (52 of 461 tagged: 42 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not isolate this method inside it.

Page 1 of 1: papers 1 to 52 of the 52 tagged papers where Syntology ran at least one harvested sample (42 with a run with no instrument failure, 10 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

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.

• Uncertainty Weighted Gradients for Model Calibration
  26 Mar 2025 · 1 repository · arXiv:2503.22725
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving
  2 Mar 2025 · 2 repositories · arXiv:2503.00675
  Syntology 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) · 2 unverified (of 6 harvested samples)
• AlignDet: Aligning Pre-training and Fine-tuning in Object Detection
  20 Jul 2023 · 1 repository · arXiv:2307.11077
  Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers
  11 May 2023 · 2 repositories · arXiv:2305.07011
  Syntology official (archive's flag): 5 ran · 5 ran (of which 3 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) · 3 unverified (of 8 harvested samples)
• AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation
  7 May 2023 · 1 repository · arXiv:2305.04276
  Syntology 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) · 0 unverified (of 4 harvested samples)
• Exploring Vision-Language Models for Imbalanced Learning
  4 Apr 2023 · 1 repository · arXiv:2304.01457
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images
  25 Mar 2023 · 1 repository · arXiv:2303.14488
  Syntology 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) · 2 unverified (of 6 harvested samples) · 4 pointer-only (licence)
• Adaptive Rotated Convolution for Rotated Object Detection
  14 Mar 2023 · 1 repository · arXiv:2303.07820
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Diffusion-Based Hierarchical Multi-Label Object Detection to Analyze Panoramic Dental X-rays
  11 Mar 2023 · 2 repositories · arXiv:2303.06500
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Efficient Teacher: Semi-Supervised Object Detection for YOLOv5
  15 Feb 2023 · 4 repositories · arXiv:2302.07577
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Efficient Decoder-free Object Detection with Transformers
  14 Jun 2022 · 2 repositories · arXiv:2206.06829
  Syntology community repositories only · 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)
• Learning Domain Adaptive Object Detection with Probabilistic Teacher
  13 Jun 2022 · 2 repositories · arXiv:2206.06293
  Syntology official (archive's flag): 8 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions
  26 Apr 2022 · 19 repositories · arXiv:2204.12511
  Syntology 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration
  25 Mar 2022 · 1 repository · arXiv:2203.13834
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Equalized Focal Loss for Dense Long-Tailed Object Detection
  7 Jan 2022 · 1 repository · arXiv:2201.02593
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation
  5 Jan 2022 · 1 repository · arXiv:2201.01501
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 1 pointer-only (licence)
• Searching Parameterized AP Loss for Object Detection
  9 Dec 2021 · 1 repository · arXiv:2112.05138
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• DPT: Deformable Patch-based Transformer for Visual Recognition
  30 Jul 2021 · 1 repository · arXiv:2107.14467
  Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Container: Context Aggregation Network
  2 Jun 2021 · 4 repositories · arXiv:2106.01401
  Syntology official (archive's flag): 1 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) · 3 unverified (of 7 harvested samples)
• Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance
  8 Apr 2021 · 1 repository · arXiv:2104.03888
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples)
• Multiple instance active learning for object detection
  6 Apr 2021 · 1 repository · arXiv:2104.02324
  Syntology 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)
• ROAD: The ROad event Awareness Dataset for Autonomous Driving
  23 Feb 2021 · 3 repositories · arXiv:2102.11585
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder
  29 Oct 2020 · 4 repositories · arXiv:2010.15831
  Syntology 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) · 1 unverified (of 5 harvested samples)
• Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
  8 Jun 2020 · 7 repositories · arXiv:2006.04388
  Syntology community repositories only · 22 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 24 harvested samples) · 2 pointer-only (licence)
• Calibrating Deep Neural Networks using Focal Loss
  21 Feb 2020 · 3 repositories · arXiv:2002.09437
  Syntology official (archive's flag): 13 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 14 harvested samples) · 1 pointer-only (licence)
• Solving Missing-Annotation Object Detection with Background Recalibration Loss
  12 Feb 2020 · 2 repositories · arXiv:2002.05274
  Syntology community repositories only · 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)
• Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
  5 Dec 2019 · 13 repositories · arXiv:1912.02424
  Syntology community repositories only · 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) · 0 unverified (of 4 harvested samples)
• Multiple Anchor Learning for Visual Object Detection
  4 Dec 2019 · 3 repositories · arXiv:1912.02252
  Syntology 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) · 3 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• GhostNet: More Features from Cheap Operations
  27 Nov 2019 · 33 repositories · arXiv:1911.11907
  Syntology community repositories only · 19 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 2 honoured, 0 violated, 14 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 23 harvested samples) · 5 pointer-only (licence)
• Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
  21 Nov 2019 · 16 repositories · arXiv:1911.09737
  Syntology 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• EfficientDet: Scalable and Efficient Object Detection
  20 Nov 2019 · 64 repositories · arXiv:1911.09070
  Syntology official (archive's flag): 1 ran · 55 ran (of which 1 constructed an object rather than computing a result; 48 with no instrument failure: 4 honoured, 0 violated, 44 with no contract checked; 7 where Syntology's instrument failed) · 15 unverified (of 70 harvested samples) · 7 pointer-only (licence)
• ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
  8 Oct 2019 · 13 repositories · arXiv:1910.03151
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• RandAugment: Practical automated data augmentation with a reduced search space
  30 Sep 2019 · 19 repositories · arXiv:1909.13719
  Syntology 58 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 51 where Syntology's instrument failed) · 7 unverified (of 65 harvested samples) · 17 pointer-only (licence)
• FreeAnchor: Learning to Match Anchors for Visual Object Detection
  5 Sep 2019 · 4 repositories · arXiv:1909.02466
  Syntology official (archive's flag): 3 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)
• Learning Data Augmentation Strategies for Object Detection
  26 Jun 2019 · 6 repositories · arXiv:1906.11172
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Stand-Alone Self-Attention in Vision Models
  13 Jun 2019 · 8 repositories · arXiv:1906.05909
  Syntology community repositories only · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• NAS-FCOS: Fast Neural Architecture Search for Object Detection
  11 Jun 2019 · 3 repositories · arXiv:1906.04423
  Syntology 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) · 1 pointer-only (licence)
• Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels
  5 Jun 2019 · 3 repositories · arXiv:1906.02283
  Syntology 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) · 6 unverified (of 13 harvested samples)
• Spatial Group-wise Enhance: Improving Semantic Feature Learning in Convolutional Networks
  23 May 2019 · 3 repositories · arXiv:1905.09646
  Syntology community repositories only · 2 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; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Attention Augmented Convolutional Networks
  22 Apr 2019 · 14 repositories · arXiv:1904.09925
  Syntology 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) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• CenterNet: Keypoint Triplets for Object Detection
  17 Apr 2019 · 20 repositories · arXiv:1904.08189
  Syntology official: harvested, nothing ran · 2 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; 2 where Syntology's instrument failed) · 9 unverified (of 11 harvested samples) · 4 pointer-only (licence)
• FCOS: Fully Convolutional One-Stage Object Detection
  2 Apr 2019 · 87 repositories · arXiv:1904.01355
  Syntology official: no sample here; runs from other or unrecorded repositories · 37 ran (of which 0 constructed an object rather than computing a result; 31 with no instrument failure: 2 honoured, 2 violated, 27 with no contract checked; 6 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 19 pointer-only (licence)
• DetNAS: Backbone Search for Object Detection
  26 Mar 2019 · 2 repositories · arXiv:1903.10979
  Syntology 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) · 1 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• Feature Selective Anchor-Free Module for Single-Shot Object Detection
  2 Mar 2019 · 4 repositories · arXiv:1903.00621
  Syntology 2 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; 0 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples)
• Learning Efficient Detector with Semi-supervised Adaptive Distillation
  2 Jan 2019 · 1 repository · arXiv:1901.00366
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network
  12 Nov 2018 · 11 repositories · arXiv:1811.04533
  Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• CornerNet: Detecting Objects as Paired Keypoints
  3 Aug 2018 · 5 repositories · arXiv:1808.01244
  Syntology 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) · 8 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• YOLOv3: An Incremental Improvement
  8 Apr 2018 · 311 repositories · arXiv:1804.02767
  Syntology 94 ran (of which 0 constructed an object rather than computing a result; 83 with no instrument failure: 4 honoured, 2 violated, 77 with no contract checked; 11 where Syntology's instrument failed) · 30 unverified (of 124 harvested samples) · 24 pointer-only (licence)
• Group Normalization
  22 Mar 2018 · 22 repositories · arXiv:1803.08494
  Syntology official (archive's flag): 3 ran · 7 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (of 15 harvested samples) · 5 pointer-only (licence)
• 3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes
  23 Nov 2017 · 1 repository · arXiv:1711.08580
  Syntology 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• MegDet: A Large Mini-Batch Object Detector
  20 Nov 2017 · 6 repositories · arXiv:1711.07240
  Syntology 1 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; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Focal Loss for Dense Object Detection
  7 Aug 2017 · 234 repositories · arXiv:1708.02002
  Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 9 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 6 pointer-only (licence)