1. Image Classification by Reinforcement Learning with Two-State Q-Learning
[PDF] 摘要
2. A Closer Look at Local Aggregation Operators in Point Cloud Analysis
[PDF] 摘要
3. Deep Single Image Manipulation
[PDF] 摘要
4. RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces
[PDF] 摘要
5. Curriculum Manager for Source Selection in Multi-Source Domain Adaptation
[PDF] 摘要
6. Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning
[PDF] 摘要
7. Learning ordered pooling weights in image classification
[PDF] 摘要
8. Reinforcement Learning Based Handwritten Digit Recognition with Two-State Q-Learning
[PDF] 摘要
9. Multiclass Classification with an Ensemble of Binary Classification Deep Networks
[PDF] 摘要
10. Weakly Supervised Segmentation with Multi-scale Adversarial Attention Gates
[PDF] 摘要
11. JUMPS: Joints Upsampling Method for Pose Sequences
[PDF] 摘要
12. Automatic Page Segmentation Without Decompressing the Run-Length Compressed Text Documents
[PDF] 摘要
13. Motion Prediction in Visual Object Tracking
[PDF] 摘要
14. Estimating Blink Probability for Highlight Detection in Figure Skating Videos
[PDF] 摘要
15. Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning
[PDF] 摘要
16. Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction
[PDF] 摘要
17. Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
[PDF] 摘要
18. Unsupervised Landmark Learning from Unpaired Data
[PDF] 摘要
19. ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network
[PDF] 摘要
20. RGB-D-based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments
[PDF] 摘要
21. PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding
[PDF] 摘要
22. A deep primal-dual proximal network for image restoration
[PDF] 摘要
23. The Impact of Explanations on AI Competency Prediction in VQA
[PDF] 摘要
24. ACFD: Asymmetric Cartoon Face Detector
[PDF] 摘要
25. Image Analysis Based on Nonnegative/Binary Matrix Factorization
[PDF] 摘要
26. Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction
[PDF] 摘要
27. MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes
[PDF] 摘要
28. Low-light Environment Neural Surveillance
[PDF] 摘要
29. Understanding Road Layout from Videos as a Whole
[PDF] 摘要
30. Query-Free Adversarial Transfer via Undertrained Surrogates
[PDF] 摘要
31. TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric
[PDF] 摘要
32. Learning Surrogates via Deep Embedding
[PDF] 摘要
33. Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss
[PDF] 摘要
34. Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents
[PDF] 摘要
35. Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images
[PDF] 摘要
36. Virtual Testbed for Monocular Visual Navigation of Small Unmanned Aircraft Systems
[PDF] 摘要
37. Learning Geocentric Object Pose in Oblique Monocular Images
[PDF] 摘要
38. ConFoc: Content-Focus Protection Against Trojan Attacks on Neural Networks
[PDF] 摘要
39. Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning
[PDF] 摘要
40. Image Processing and Quality Control for Abdominal Magnetic Resonance Imaging in the UK Biobank
[PDF] 摘要
41. Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors
[PDF] 摘要
42. Spot the conversation: speaker diarisation in the wild
[PDF] 摘要
43. Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location
[PDF] 摘要
44. A Brief Review of Deep Multi-task Learning and Auxiliary Task Learning
[PDF] 摘要
45. Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs
[PDF] 摘要
46. Scene Graph Reasoning for Visual Question Answering
[PDF] 摘要
47. 4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes
[PDF] 摘要
48. Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification
[PDF] 摘要
49. A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization
[PDF] 摘要
50. PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors
[PDF] 摘要
51. MPLP: Learning a Message Passing Learning Protocol
[PDF] 摘要
52. Iterative Bounding Box Annotation for Object Detection
[PDF] 摘要
53. Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights
[PDF] 摘要
54. An encoder-decoder-based method for COVID-19 lung infection segmentation
[PDF] 摘要
55. Surface Denoising based on Normal Filtering in a Robust Statistics Framework
[PDF] 摘要
56. Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices
[PDF] 摘要
57. NP-PROV: Neural Processes with Position-Relevant-Only Variances
[PDF] 摘要
58. Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning
[PDF] 摘要
59. Deep learning-based holographic polarization microscopy
[PDF] 摘要
60. Adversarial Example Games
[PDF] 摘要