Neural Compression-Based Feature Learning for Video Restoration
Comments Accepted to CVPR 2022
期刊&会议
CVPR
Conference on Computer Vision and Pattern Recognition · 会议 · Computer Vision
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution
Comments To appear at CVPR 2022
The Devil Is in the Details: Window-based Attention for Image Compression
Comments Accepted by CVPR 2022
Transferability Estimation using Bhattacharyya Class Separability
Comments Accepted for CVPR 2022
Consistency-based Active Learning for Object Detection
Comments CVPR-2022 Workshop
Learning Sparse & Ternary Neural Networks with Entropy-Constrained Trained Ternarization (EC2T)
Comments Proceedings of the CVPR'20 Joint Workshop on Efficient Deep Learning in Computer Vision. Code is available at https://github.com/d-becking/efficientCNNs
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems
Comments IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022
Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog
Comments MULA Workshop, CVPR 2022
FedCorr: Multi-Stage Federated Learning for Label Noise Correction
Comments Accepted at IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022. 18 pages, 10 figures (including supplementary material). First two authors contributed equally. Code is available at: https://github.com/Xu-Jingyi/FedCorr
Learning Pixel-Level Distinctions for Video Highlight Detection
Comments Accepted at CVPR 2022
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention
Comments To appear in CVPR 2022 (oral presentation)
Robust Cross-Modal Representation Learning with Progressive Self-Distillation
Comments Accepted to CVPR 2022
Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification
Comments Accepted to CVPR 2022 as an oral presentation. Equal contribution from first two authors
Multimodal Transformer for Nursing Activity Recognition
Comments CVPR-2022 Workshop
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides
Comments CVPR 2022. First three authors contributed equally. Demo paper accompanying DeepLIIF Nature Machine Intelligence paper (https://www.nature.com/articles/s42256-022-00471-x)
Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning
Comments CVPR 2022 FedVision Workshop (CVPRW), 12 pages, 5 figures, 2 tables, supplementary material
On Improving Cross-dataset Generalization of Deepfake Detectors
Comments 2022 Conference on Computer Vision and Pattern Recognition Workshops | New Orleans, Louisiana
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization
Comments Accepted to CVPR 2022
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering
Comments CVPR 2022, Website: http://cv.snu.ac.kr/research/InfoNeRF
Dancing under the stars: video denoising in starlight
Comments CVPR 2022. Project page: https://kristinamonakhova.com/starlight_denoising/
Probabilistic Representations for Video Contrastive Learning
Comments CVPR 2022
Does Robustness on ImageNet Transfer to Downstream Tasks?
Comments CVPR 2022
Deep Hyperspectral-Depth Reconstruction Using Single Color-Dot Projection
Comments Accepted by CVPR 2022. Project homepage: http://www.ok.sc.e.titech.ac.jp/res/DHD/
TorMentor: Deterministic dynamic-path, data augmentations with fractals
Comments Accepted at ECV 2022 CVPR workshop
Gravitationally Lensed Black Hole Emission Tomography
Comments To appear in the IEEE Proceedings of the Conference on Computer Vision and Pattern Recognition (CVPR), 2022. Supplemental material including accompanying pdf, code, and video highlight can be found in the project page: http://imaging.cms.caltech.edu/bhnerf/
TemporalUV: Capturing Loose Clothing with Temporally Coherent UV Coordinates
Comments CVPR 2022
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence
Comments CVPR'2022; Video: https://youtu.be/oGpKUuD54Qk | Project page: https://zj-dong.github.io/pina/ | Supplementary Material: https://ait.ethz.ch/projects/2022/pina/downloads/supp.pdf
OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation
Comments CVPR 2022
Should I take a walk? Estimating Energy Expenditure from Video Data
Comments Accepted to CVPR 2022 CVPM Workshop. Dataset and code are available at https://github.com/KPeng9510/Vid2Burn
Human Hands as Probes for Interactive Object Understanding
Comments To Appear at CVPR 2022. Project website at https://s-gupta.github.io/hands-as-probes/
