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Kevin McGuinness

Identifiers

  • name variant Kevin McGuinness 0.60 · backfill

Papers (75)

  1. An accurate detection is not all you need to combat label noise in web-noisy datasets cs.CV · 2024 · author #6
  2. Dataset Clustering for Improved Offline Policy Learning cs.LG · 2024 · author #5
  3. Video Anomaly Detection via Spatio-Temporal Pseudo-Anomaly Generation : A Unified Approach cs.CV · 2023 · author #5
  4. Learning and reusing primitive behaviours to improve Hindsight Experience Replay sample efficiency cs.RO · 2023 · author #4
  5. Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data cs.CV · 2023 · author #3
  6. Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts cs.CV · 2023 · author #5
  7. Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention cs.CV · 2023 · author #3
  8. An Ensemble Deep Learning Approach for COVID-19 Severity Prediction Using Chest CT Scans eess.IV · 2023 · author #5
  9. Site-specific Deep Learning Path Loss Models based on the Method of Moments cs.LG · 2023 · author #2
  10. Identifying Expert Behavior in Offline Training Datasets Improves Behavioral Cloning of Robotic Manipulation Policies cs.RO · 2023 · author #5
  11. Improving Behavioural Cloning with Positive Unlabeled Learning cs.LG · 2023 · author #4
  12. Unifying Synergies between Self-supervised Learning and Dynamic Computation cs.LG · 2023 · author #7
  13. TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation cs.CV · 2023 · author #7
  14. Motion Aware Self-Supervision for Generic Event Boundary Detection cs.CV · 2022 · author #4
  15. Is your noise correction noisy? PLS: Robustness to label noise with two stage detection cs.CV · 2022 · author #5
  16. BaseTransformers: Attention over base data-points for One Shot Learning cs.CV · 2022 · author #2
  17. Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets eess.IV · 2022 · author #6
  18. Hierarchical reinforcement learning for in-hand robotic manipulation using Davenport chained rotations cs.RO · 2022 · author #4
  19. Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series Classifiers cs.CV · 2022 · author #5
  20. Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts eess.IV · 2022 · author #5
  21. Towards advanced robotic manipulation cs.RO · 2022 · author #3
  22. Dynamic Channel Selection in Self-Supervised Learning cs.CV · 2022 · author #5
  23. Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets cs.CV · 2022 · author #4
  24. Segmentation Enhanced Lameness Detection in Dairy Cows from RGB and Depth Video cs.CV · 2022 · author #3
  25. Dexterous Robotic Manipulation using Deep Reinforcement Learning and Knowledge Transfer for Complex Sparse Reward-based Tasks cs.RO · 2022 · author #5
  26. Utilizing unsupervised learning to improve sward content prediction and herbage mass estimation cs.CV · 2022 · author #8
  27. Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation cs.CV · 2022 · author #8
  28. Synthetic data for unsupervised polyp segmentation eess.IV · 2022 · author #2
  29. Domain Randomization for Object Counting cs.CV · 2022 · author #2
  30. BERTHA: Video Captioning Evaluation Via Transfer-Learned Human Assessment cs.CV · 2022 · author #3
  31. Improving Person Re-Identification with Temporal Constraints cs.CV · 2021 · author #5
  32. How Important is Importance Sampling for Deep Budgeted Training? cs.CV · 2021 · author #5
  33. Semi-supervised dry herbage mass estimation using automatic data and synthetic images cs.CV · 2021 · author #8
  34. Addressing out-of-distribution label noise in webly-labelled data cs.CV · 2021 · author #5
  35. Solving the Real Robot Challenge using Deep Reinforcement Learning cs.RO · 2021 · author #5
  36. Real Robot Challenge: A Robotics Competition in the Cloud cs.RO · 2021 · author #39
  37. Discerning Generic Event Boundaries in Long-Form Wild Videos cs.CV · 2021 · author #4
  38. PixInWav: Residual Steganography for Hiding Pixels in Audio cs.MM · 2021 · author #3
  39. Evaluating Contrastive Models for Instance-based Image Retrieval cs.CV · 2021 · author #2
  40. Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset cs.CV · 2021 · author #4
  41. Temporal Bilinear Encoding Network of Audio-Visual Features at Low Sampling Rates cs.CV · 2020 · author #4
  42. Multi-Objective Interpolation Training for Robustness to Label Noise cs.CV · 2020 · author #5
  43. ATSal: An Attention Based Architecture for Saliency Prediction in 360 Videos cs.CV · 2020 · author #3
  44. Unsupervised Contrastive Learning of Sound Event Representations cs.SD · 2020 · author #3
  45. How important are faces for person re-identification? cs.CV · 2020 · author #3
  46. A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset eess.IV · 2020 · author #2
  47. FastSal: a Computationally Efficient Network for Visual Saliency Prediction cs.CV · 2020 · author #2
  48. Reliable Label Bootstrapping for Semi-Supervised Learning cs.CV · 2020 · author #5
  49. Investigating Class-level Difficulty Factors in Multi-label Classification Problems cs.CV · 2020 · author #2
  50. Towards Robust Learning with Different Label Noise Distributions cs.CV · 2019 · author #5
  51. MediaEval 2019: Concealed FGSM Perturbations for Privacy Preservation cs.LG · 2019 · author #3
  52. Predicting knee osteoarthritis severity: comparative modeling based on patient's data and plain X-ray images eess.IV · 2019 · author #3
  53. Assessing Knee OA Severity with CNN attention-based end-to-end architectures eess.IV · 2019 · author #3
  54. Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity cs.CV · 2019 · author #2
  55. Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning cs.CV · 2019 · author #5
  56. Simple vs complex temporal recurrences for video saliency prediction cs.CV · 2019 · author #6
  57. On guiding video object segmentation cs.CV · 2019 · author #2
  58. Unsupervised Label Noise Modeling and Loss Correction cs.CV · 2019 · author #5
  59. An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval cs.CV · 2019 · author #2
  60. Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks cs.MM · 2019 · author #8
  61. PathGAN: Visual Scanpath Prediction with Generative Adversarial Networks cs.CV · 2018 · author #3
  62. Saliency Weighted Convolutional Features for Instance Search cs.CV · 2017 · author #2
  63. People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting cs.CV · 2017 · author #2
  64. SaltiNet: Scan-path Prediction on 360 Degree Images using Saliency Volumes cs.CV · 2017 · author #2
  65. ResnetCrowd: A Residual Deep Learning Architecture for Crowd Counting, Violent Behaviour Detection and Crowd Density Level Classification cs.CV · 2017 · author #2
  66. Automatic Detection of Knee Joints and Quantification of Knee Osteoarthritis Severity using Convolutional Neural Networks cs.CV · 2017 · author #2
  67. SalGAN: Visual Saliency Prediction with Generative Adversarial Networks cs.CV · 2017 · author #3
  68. Fully Convolutional Crowd Counting On Highly Congested Scenes cs.CV · 2016 · author #2
  69. An Interactive Segmentation Tool for Quantifying Fat in Lumbar Muscles using Axial Lumbar-Spine MRI cs.CV · 2016 · author #2
  70. Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks cs.CV · 2016 · author #2
  71. Where is my Phone ? Personal Object Retrieval from Egocentric Images cs.IR · 2016 · author #3
  72. Bags of Local Convolutional Features for Scalable Instance Search cs.CV · 2016 · author #3
  73. Shallow and Deep Convolutional Networks for Saliency Prediction cs.CV · 2016 · author #2
  74. Improving Spatial Codification in Semantic Segmentation cs.CV · 2015 · author #4
  75. Exploring EEG for Object Detection and Retrieval cs.HC · 2015 · author #6

Mentions

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Frequent Coauthors