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08/31/2023
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images
Stable diffusion, a generative model used in text-to-image synthesis, fr...
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08/16/2023
ALIP: Adaptive Language-Image Pre-training with Synthetic Caption
Contrastive Language-Image Pre-training (CLIP) has significantly boosted...
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08/14/2023
DiffSED: Sound Event Detection with Denoising Diffusion
Sound Event Detection (SED) aims to predict the temporal boundaries of a...
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06/05/2023
HeadSculpt: Crafting 3D Head Avatars with Text
Recently, text-guided 3D generative methods have made remarkable advance...
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06/05/2023
Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds
Learning from crowds describes that the annotations of training data are...
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04/12/2023
Unicom: Universal and Compact Representation Learning for Image Retrieval
Modern image retrieval methods typically rely on fine-tuning pre-trained...
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04/12/2023
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Face anti-spoofing (FAS) is an essential mechanism for safeguarding the ...
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03/31/2023
Robotic Perception of Transparent Objects: A Review
Transparent object perception is a rapidly developing research problem i...
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03/27/2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion
We propose a new formulation of temporal action detection (TAD) with den...
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12/06/2022
Weakly-Supervised Gaze Estimation from Synthetic Views
3D gaze estimation is most often tackled as learning a direct mapping be...
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12/05/2022
Domain-general Crowd Counting in Unseen Scenarios
Domain shift across crowd data severely hinders crowd counting models to...
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11/22/2022
Confidence-guided Centroids for Unsupervised Person Re-Identification
Unsupervised person re-identification (ReID) aims to train a feature ext...
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11/05/2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal
Face Restoration (FR) aims to restore High-Quality (HQ) faces from Low-Q...
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09/11/2022
Inverse Image Frequency for Long-tailed Image Recognition
The long-tailed distribution is a common phenomenon in the real world. E...
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08/04/2022
Redesigning Multi-Scale Neural Network for Crowd Counting
Perspective distortions and crowd variations make crowd counting a chall...
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07/22/2022
Long-tailed Instance Segmentation using Gumbel Optimized Loss
Major advancements have been made in the field of object detection and s...
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05/23/2022
FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders
Face recognition, as one of the most successful applications in artifici...
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05/05/2022
Gait Recognition in the Wild: A Benchmark
Gait benchmarks empower the research community to train and evaluate hig...
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04/21/2022
WebFace260M: A Benchmark for Million-Scale Deep Face Recognition
Face benchmarks empower the research community to train and evaluate hig...
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03/28/2022
Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC
Learning discriminative deep feature embeddings by using million-scale i...
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03/28/2022
Decoupled Multi-task Learning with Cyclical Self-Regulation for Face Parsing
This paper probes intrinsic factors behind typical failure cases (e.g. s...
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10/11/2021
EDFace-Celeb-1M: Benchmarking Face Hallucination with a Million-scale Dataset
Recent deep face hallucination methods show stunning performance in supe...
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08/18/2021
Masked Face Recognition Challenge: The InsightFace Track Report
During the COVID-19 coronavirus epidemic, almost everyone wears a facial...
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08/16/2021
Masked Face Recognition Challenge: The WebFace260M Track Report
According to WHO statistics, there are more than 204,617,027 confirmed C...
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07/06/2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials
Spatial self-attention layers, in the form of Non-Local blocks, introduc...
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05/10/2021
Sample and Computation Redistribution for Efficient Face Detection
Although tremendous strides have been made in uncontrolled face detectio...
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04/16/2021
Polynomial Networks in Deep Classifiers
Deep neural networks have been the driving force behind the success in c...
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03/06/2021
WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition
In this paper, we contribute a new million-scale face benchmark containi...
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12/30/2020
OSTeC: One-Shot Texture Completion
The last few years have witnessed the great success of non-linear genera...
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12/02/2020
Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels
The label noise transition matrix T, reflecting the probabilities that t...
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06/20/2020
Deep Polynomial Neural Networks
Deep Convolutional Neural Networks (DCNNs) are currently the method of c...
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06/14/2020
Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning
The transition matrix, denoting the transition relationship from clean l...
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03/08/2020
Π-nets: Deep Polynomial Neural Networks
Deep Convolutional Neural Networks (DCNNs) is currently the method of ch...
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09/05/2019
Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks
Generating realistic 3D faces is of high importance for computer graphic...
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05/02/2019
RetinaFace: Single-stage Dense Face Localisation in the Wild
Though tremendous strides have been made in uncontrolled face detection,...
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04/06/2019
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders
3D Morphable Models (3DMMs) are statistical models that represent facial...
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12/05/2018
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment
Facial landmark localisation in images captured in-the-wild is an import...
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01/23/2018
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
Convolutional neural networks have significantly boosted the performance...
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01/20/2018
Side Information for Face Completion: a Robust PCA Approach
Robust principal component analysis (RPCA) is a powerful method for lear...
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12/13/2017
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition
Recently proposed robust 3D face alignment methods establish either dens...
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09/14/2017