1. Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
[PDF] 摘要
2. Differentiable Augmentation for Data-Efficient GAN Training
[PDF] 摘要
3. Spin-Weighted Spherical CNNs
[PDF] 摘要
4. Diverse Image Generation via Self-Conditioned GANs
[PDF] 摘要
5. Cyclic Differentiable Architecture Search
[PDF] 摘要
6. Ocean: Object-aware Anchor-free Tracking
[PDF] 摘要
7. Unsupervised out-of-distribution detection using kernel density estimation
[PDF] 摘要
8. Latent Video Transformer
[PDF] 摘要
9. Semi-Supervised Recognition under a Noisy and Fine-grained Dataset
[PDF] 摘要
10. Dissecting Deep Networks into an Ensemble of Generative Classifiers for Robust Predictions
[PDF] 摘要
11. Multi-Density Sketch-to-Image Translation Network
[PDF] 摘要
12. Online Deep Clustering for Unsupervised Representation Learning
[PDF] 摘要
13. Use of in-the-wild images for anomaly detection in face anti-spoofing
[PDF] 摘要
14. SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification
[PDF] 摘要
15. Neural Graphics Pipeline for Controllable Image Generation
[PDF] 摘要
16. MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps
[PDF] 摘要
17. Contrastive learning of global and local features for medical image segmentation with limited annotations
[PDF] 摘要
18. Distillation of neural network models for detection and description of key points of images
[PDF] 摘要
19. ReenactNet: Real-time Full Head Reenactment
[PDF] 摘要
20. Real-Time Monocular 4D Face Reconstruction using the LSFM models
[PDF] 摘要
21. Language Guided Networks for Cross-modal Moment Retrieval
[PDF] 摘要
22. Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds
[PDF] 摘要
23. Learning High-Resolution Domain-Specific Representations with a GAN Generator
[PDF] 摘要
24. Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax
[PDF] 摘要
25. Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression
[PDF] 摘要
26. SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning
[PDF] 摘要
27. 3D Pipe Network Reconstruction Based on Structure from Motion with Incremental Conic Shape Detection and Cylindrical Constraint
[PDF] 摘要
28. Video Semantic Segmentation with Distortion-Aware Feature Correction
[PDF] 摘要
29. On the Robustness of Active Learning
[PDF] 摘要
30. Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning
[PDF] 摘要
31. Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination
[PDF] 摘要
32. Joint Contrastive Learning for Unsupervised Domain Adaptation
[PDF] 摘要
33. Video Moment Localization using Object Evidence and Reverse Captioning
[PDF] 摘要
34. Progressively Unfreezing Perceptual GAN
[PDF] 摘要
35. Sequential Graph Convolutional Network for Active Learning
[PDF] 摘要
36. MediaPipe Hands: On-device Real-time Hand Tracking
[PDF] 摘要
37. UV-Net: Learning from Curve-Networks and Solids
[PDF] 摘要
38. BlazePose: On-device Real-time Body Pose tracking
[PDF] 摘要
39. HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss
[PDF] 摘要
40. Head2Head++: Deep Facial Attributes Re-Targeting
[PDF] 摘要
41. TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations
[PDF] 摘要
42. Sky Optimization: Semantically aware image processing of skies in low-light photography
[PDF] 摘要
43. Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation
[PDF] 摘要
44. M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients
[PDF] 摘要
45. Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation
[PDF] 摘要
46. Sustainable Recreational Fishing Using a Novel Electrical Muscle Stimulation (EMS) Lure and Ensemble Network Algorithm to Maximize Catch and Release Survivability
[PDF] 摘要
47. Overcoming Statistical Shortcuts for Open-ended Visual Counting
[PDF] 摘要
48. Forward Prediction for Physical Reasoning
[PDF] 摘要
49. Fully Test-time Adaptation by Entropy Minimization
[PDF] 摘要
50. Zero-Shot Learning with Common Sense Knowledge Graphs
[PDF] 摘要
51. Set Distribution Networks: a Generative Model for Sets of Images
[PDF] 摘要
52. On the Predictability of Pruning Across Scales
[PDF] 摘要
53. Shapeshifter Networks: Cross-layer Parameter Sharing for Scalable and Effective Deep Learning
[PDF] 摘要
54. A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer
[PDF] 摘要
55. Gradient Amplification: An efficient way to train deep neural networks
[PDF] 摘要
56. XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports
[PDF] 摘要
57. ChestX-det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities
[PDF] 摘要
58. Structure and Design of HoloGen
[PDF] 摘要
59. SXL: Spatially explicit learning of geographic processes with auxiliary tasks
[PDF] 摘要
60. Automatic Speech Recognition Benchmark for Air-Traffic Communications
[PDF] 摘要
61. Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks
[PDF] 摘要
62. Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF
[PDF] 摘要
63. Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs
[PDF] 摘要
64. A Practical Online Method for Distributionally Deep Robust Optimization
[PDF] 摘要