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09/18/2023
Selective Volume Mixup for Video Action Recognition
The recent advances in Convolutional Neural Networks (CNNs) and Vision T...
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07/20/2023
Learning and Evaluating Human Preferences for Conversational Head Generation
A reliable and comprehensive evaluation metric that aligns with manual p...
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06/29/2023
Deep Equilibrium Multimodal Fusion
Multimodal fusion integrates the complementary information present in mu...
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06/21/2023
Visual-Aware Text-to-Speech
Dynamically synthesizing talking speech that actively responds to a list...
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06/05/2023
TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments
Although the estimation of 3D human pose and shape (HPS) is rapidly prog...
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03/13/2023
Modality-Agnostic Debiasing for Single Domain Generalization
Deep neural networks (DNNs) usually fail to generalize well to outside o...
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12/09/2022
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud
Existing methods for large-scale point cloud semantic segmentation requi...
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12/06/2022
Semantic-Conditional Diffusion Networks for Image Captioning
Recent advances on text-to-image generation have witnessed the rise of d...
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11/15/2022
Dynamic Temporal Filtering in Video Models
Video temporal dynamics is conventionally modeled with 3D spatial-tempor...
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11/15/2022
SPE-Net: Boosting Point Cloud Analysis via Rotation Robustness Enhancement
In this paper, we propose a novel deep architecture tailored for 3D poin...
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11/15/2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier
The recent advances in deep learning predominantly construct models in t...
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11/15/2022
3D Cascade RCNN: High Quality Object Detection in Point Clouds
Recent progress on 2D object detection has featured Cascade RCNN, which ...
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09/26/2022
Out-of-Distribution Detection with Hilbert-Schmidt Independence Optimization
Outlier detection tasks have been playing a critical role in AI safety. ...
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09/08/2022
Generalized One-shot Domain Adaption of Generative Adversarial Networks
The adaption of Generative Adversarial Network (GAN) aims to transfer a ...
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09/02/2022
WOC: A Handy Webcam-based 3D Online Chatroom
We develop WOC, a webcam-based 3D virtual online chatroom for multi-pers...
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09/01/2022
MAPLE: Masked Pseudo-Labeling autoEncoder for Semi-supervised Point Cloud Action Recognition
Recognizing human actions from point cloud videos has attracted tremendo...
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07/27/2022
Lightweight and Progressively-Scalable Networks for Semantic Segmentation
Multi-scale learning frameworks have been regarded as a capable class of...
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07/11/2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning
Multi-scale Vision Transformer (ViT) has emerged as a powerful backbone ...
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07/11/2022
Dual Vision Transformer
Prior works have proposed several strategies to reduce the computational...
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06/27/2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation
Many recent works have been proposed for face image editing by leveragin...
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06/21/2022
Bi-Calibration Networks for Weakly-Supervised Video Representation Learning
The leverage of large volumes of web videos paired with the searched que...
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06/14/2022
Stand-Alone Inter-Frame Attention in Video Models
Motion, as the uniqueness of a video, has been critical to the developme...
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06/14/2022
Comprehending and Ordering Semantics for Image Captioning
Comprehending the rich semantics in an image and ordering them in lingui...
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06/13/2022
MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing
Convolutional Neural Networks (CNNs) have been regarded as the go-to mod...
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06/13/2022
Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection
Recent high-performing Human-Object Interaction (HOI) detection techniqu...
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06/13/2022
Silver-Bullet-3D at ManiSkill 2021: Learning-from-Demonstrations and Heuristic Rule-based Methods for Object Manipulation
This paper presents an overview and comparative analysis of our systems ...
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06/02/2022
Structured Two-stream Attention Network for Video Question Answering
To date, visual question answering (VQA) (i.e., image QA and video QA) i...
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04/06/2022
Gait Recognition in the Wild with Dense 3D Representations and A Benchmark
Existing studies for gait recognition are dominated by 2D representation...
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04/02/2022
A-ACT: Action Anticipation through Cycle Transformations
While action anticipation has garnered a lot of research interest recent...
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03/11/2022
Visualizing and Understanding Patch Interactions in Vision Transformer
Vision Transformer (ViT) has become a leading tool in various computer v...
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03/09/2022
Part-level Action Parsing via a Pose-guided Coarse-to-Fine Framework
Action recognition from videos, i.e., classifying a video into one of th...
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03/04/2022
Freeform Body Motion Generation from Speech
People naturally conduct spontaneous body motions to enhance their speec...
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01/18/2022
Cross-modal Contrastive Distillation for Instructional Activity Anticipation
In this study, we aim to predict the plausible future action steps given...
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01/11/2022
Motion-Focused Contrastive Learning of Video Representations
Motion, as the most distinct phenomenon in a video to involve the change...
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01/11/2022
Representing Videos as Discriminative Sub-graphs for Action Recognition
Human actions are typically of combinatorial structures or patterns, i.e...
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01/11/2022
Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training
Vision-language pre-training has been an emerging and fast-developing re...
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01/11/2022
Smart Director: An Event-Driven Directing System for Live Broadcasting
Live video broadcasting normally requires a multitude of skills and expe...
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01/11/2022
Boosting Video Representation Learning with Multi-Faceted Integration
Video content is multifaceted, consisting of objects, scenes, interactio...
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01/11/2022
Condensing a Sequence to One Informative Frame for Video Recognition
Video is complex due to large variations in motion and rich content in f...
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01/11/2022
Optimization Planning for 3D ConvNets
It is not trivial to optimally learn a 3D Convolutional Neural Networks ...
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12/27/2021
Responsive Listening Head Generation: A Benchmark Dataset and Baseline
Responsive listening during face-to-face conversations is a critical ele...
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12/15/2021
Putting People in their Place: Monocular Regression of 3D People in Depth
Given an image with multiple people, our goal is to directly regress the...
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12/15/2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration
Our work reveals a structured shortcoming of the existing mainstream sel...
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12/14/2021
A Style and Semantic Memory Mechanism for Domain Generalization
Mainstream state-of-the-art domain generalization algorithms tend to pri...
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12/14/2021
Transferrable Contrastive Learning for Visual Domain Adaptation
Self-supervised learning (SSL) has recently become the favorite among fe...
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12/14/2021
CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising
BERT-type structure has led to the revolution of vision-language pre-tra...
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12/01/2021
Dual Spoof Disentanglement Generation for Face Anti-spoofing with Depth Uncertainty Learning
Face anti-spoofing (FAS) plays a vital role in preventing face recogniti...
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10/26/2021
Directional Self-supervised Learning for Risky Image Augmentations
Only a few cherry-picked robust augmentation policies are beneficial to ...
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10/26/2021
ViDA-MAN: Visual Dialog with Digital Humans
We demonstrate ViDA-MAN, a digital-human agent for multi-modal interacti...
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10/07/2021