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06/19/2023
Vision Transformer with Attention Map Hallucination and FFN Compaction
Vision Transformer(ViT) is now dominating many vision tasks. The drawbac...
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05/09/2023
StyleSync: High-Fidelity Generalized and Personalized Lip Sync in Style-based Generator
Despite recent advances in syncing lip movements with any audio waves, c...
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04/24/2023
Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer
Transformer-based models achieve favorable performance in artistic style...
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03/11/2023
DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
Text-driven image manipulation remains challenging in training or infere...
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03/09/2023
LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution
It is widely agreed that reference-based super-resolution (RefSR) achiev...
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02/14/2023
Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation
Creating the photo-realistic version of people sketched portraits is use...
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11/22/2022
Real-time Neural Radiance Talking Portrait Synthesis via Audio-spatial Decomposition
While dynamic Neural Radiance Fields (NeRF) have shown success in high-f...
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11/08/2022
RRSR:Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection
Reference-based image super-resolution (RefSR) is a promising SR branch ...
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08/23/2022
AIM 2022 Challenge on Super-Resolution of Compressed Image and Video: Dataset, Methods and Results
This paper reviews the Challenge on Super-Resolution of Compressed Image...
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08/08/2022
Boosting Video-Text Retrieval with Explicit High-Level Semantics
Video-text retrieval (VTR) is an attractive yet challenging task for mul...
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07/17/2022
Neural Color Operators for Sequential Image Retouching
We propose a novel image retouching method by modeling the retouching pr...
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07/01/2022
DALG: Deep Attentive Local and Global Modeling for Image Retrieval
Deeply learned representations have achieved superior image retrieval pe...
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03/05/2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation
A common challenge posed to robust semantic segmentation is the expensiv...
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11/26/2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model
To achieve disentangled image manipulation, previous works depend heavil...
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08/09/2021
Paint Transformer: Feed Forward Neural Painting with Stroke Prediction
Neural painting refers to the procedure of producing a series of strokes...
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08/08/2021
AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer
Fast arbitrary neural style transfer has attracted widespread attention ...
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08/06/2021
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features
Image Retrieval is a fundamental task of obtaining images similar to the...
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04/28/2021
Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness
Inpainting arbitrary missing regions is challenging because learning val...
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04/21/2021
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results
This paper reviews the first NTIRE challenge on quality enhancement of c...
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04/14/2021
Learning Semantic Person Image Generation by Region-Adaptive Normalization
Human pose transfer has received great attention due to its wide applica...
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04/12/2021
Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer
Artistic style transfer aims at migrating the style from an example imag...
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03/10/2021
Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones
Recently, research efforts have been concentrated on revealing how pre-t...
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10/15/2020
HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network
This paper addresses representational block named Hierarchical-Split Blo...
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05/05/2020
NTIRE 2020 Challenge on Video Quality Mapping: Methods and Results
This paper reviews the NTIRE 2020 challenge on video quality mapping (VQ...
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11/21/2019
Multi-Label Classification with Label Graph Superimposing
Images or videos always contain multiple objects or actions. Multi-label...
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10/14/2019
TruNet: Short Videos Generation from Long Videos via Story-Preserving Truncation
In this work, we introduce a new problem, named as story-preserving lon...
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08/26/2019
Deep Concept-wise Temporal Convolutional Networks for Action Localization
Existing action localization approaches adopt shallow temporal convoluti...
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07/31/2019
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition
Video Recognition has drawn great research interest and great progress h...
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05/07/2019
Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution
Recently, image super-resolution has been widely studied and achieved si...
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01/21/2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos
The task of video grounding, which temporally localizes a natural langua...
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11/05/2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition
Despite the success of deep learning for static image understanding, it ...
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06/27/2018