1
Published 2022
Springer Nature Switzerland
Table of Contents: ...Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance -- Event Neural...

2
Published 2022
Springer Nature Switzerland
Table of Contents: ... for Approximate Nearest Neighbor Search -- SEMICON: A Learning-to-Hash Solution for Large-Scale Fine-Grained Image...

3
Published 2022
Springer Nature Switzerland
Table of Contents: ... Attention for Audio-Visual Zero-Shot Learning -- HM: Hybrid Masking for Few-Shot Segmentation -- TransVLAD...

4
Published 2022
Springer Nature Switzerland
Table of Contents: ... -- Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis -- Learning Prior Feature...

5
Published 2022
Springer Nature Switzerland
Table of Contents: ...JPEG Artifacts Removal viaContrastive Representation Learning -- Unpaired Deep Image Dehazing Using...

6
Published 2022
Springer Nature Switzerland
Table of Contents: ...Learning Implicit Feature Alignment Function for Semantic Segmentation -- Quantum Motion...

7
Published 2022
Springer Nature Switzerland
Table of Contents: ...TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices Using...

8
Published 2022
Springer Nature Switzerland
Table of Contents: ... Representation Learning -- Target-Absent Human Attention -- Uncertainty-Based Spatial-Temporal Attention...

9
Published 2022
Springer Nature Switzerland
Table of Contents: ... Generation on Megapixels -- Video Extrapolation in Space and Time -- Contrastive Learning for Diverse...

10
Published 2022
Springer Nature Switzerland
Table of Contents: ...-Supervised Monocular Depth Learning via Density Volume Construction -- Action-Based Contrastive Learning...

11
Published 2022
Springer Nature Switzerland
Table of Contents: ...Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis -- CoupleFace: Relation...

12
Published 2022
Springer Nature Switzerland
Table of Contents: ... Learning without Any 3D Cues...

13
Published 2022
Springer Nature Switzerland
Table of Contents: ... for Image Compression -- LiP-Flow: Learning Inference-Time Priors for Codec Avatars via Normalizing Flows...

14
Published 2022
Springer Nature Switzerland
Table of Contents: ...Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition -- CYBORGS...

15
Published 2022
Springer Nature Switzerland
Table of Contents: ...Augmenting Deep Classifiers with Polynomial Neural Networks -- Learning with Noisy Labels...

16
Published 2022
Springer Nature Switzerland
Table of Contents: ... -- Controllable Shadow Generation Using Pixel Height Maps -- Learning Where to Look – Generative NAS...

17
Published 2022
Springer Nature Switzerland
Table of Contents: ...Dense Siamese Network for Dense Unsupervised Learning -- Multi-Granularity Distillation Scheme...

18
Published 2022
Springer Nature Switzerland
Table of Contents: ... Estimation for Noisy Label Identification and Correction -- Few-Shot Class-Incremental Learning via Entropy...

19
Published 2022
Springer Nature Switzerland
Table of Contents: ...LiDAL: Inter-Frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation...

20
Published 2022
Springer Nature Switzerland
Table of Contents: ... Strands: Learning Hair Geometry and Appearance from Multi-View Images -- GraphCSPN: Geometry-Aware Depth...